dissertation topic for computing

Research Topics & Ideas: CompSci & IT

50+ Computer Science Research Topic Ideas To Fast-Track Your Project

Finding and choosing a strong research topic is the critical first step when it comes to crafting a high-quality dissertation, thesis or research project. If you’ve landed on this post, chances are you’re looking for a computer science-related research topic , but aren’t sure where to start. Here, we’ll explore a variety of CompSci & IT-related research ideas and topic thought-starters, including algorithms, AI, networking, database systems, UX, information security and software engineering.

NB – This is just the start…

The topic ideation and evaluation process has multiple steps . In this post, we’ll kickstart the process by sharing some research topic ideas within the CompSci domain. This is the starting point, but to develop a well-defined research topic, you’ll need to identify a clear and convincing research gap , along with a well-justified plan of action to fill that gap.

If you’re new to the oftentimes perplexing world of research, or if this is your first time undertaking a formal academic research project, be sure to check out our free dissertation mini-course. In it, we cover the process of writing a dissertation or thesis from start to end. Be sure to also sign up for our free webinar that explores how to find a high-quality research topic.

Overview: CompSci Research Topics

Algorithms & data structures
Artificial intelligence ( AI )
Computer networking
Database systems
Human-computer interaction
Information security (IS)
Software engineering
Examples of CompSci dissertation & theses

Topics/Ideas: Algorithms & Data Structures

An analysis of neural network algorithms’ accuracy for processing consumer purchase patterns
A systematic review of the impact of graph algorithms on data analysis and discovery in social media network analysis
An evaluation of machine learning algorithms used for recommender systems in streaming services
A review of approximation algorithm approaches for solving NP-hard problems
An analysis of parallel algorithms for high-performance computing of genomic data
The influence of data structures on optimal algorithm design and performance in Fintech
A Survey of algorithms applied in internet of things (IoT) systems in supply-chain management
A comparison of streaming algorithm performance for the detection of elephant flows
A systematic review and evaluation of machine learning algorithms used in facial pattern recognition
Exploring the performance of a decision tree-based approach for optimizing stock purchase decisions
Assessing the importance of complete and representative training datasets in Agricultural machine learning based decision making.
A Comparison of Deep learning algorithms performance for structured and unstructured datasets with “rare cases”
A systematic review of noise reduction best practices for machine learning algorithms in geoinformatics.
Exploring the feasibility of applying information theory to feature extraction in retail datasets.
Assessing the use case of neural network algorithms for image analysis in biodiversity assessment

Topics & Ideas: Artificial Intelligence (AI)

Applying deep learning algorithms for speech recognition in speech-impaired children
A review of the impact of artificial intelligence on decision-making processes in stock valuation
An evaluation of reinforcement learning algorithms used in the production of video games
An exploration of key developments in natural language processing and how they impacted the evolution of Chabots.
An analysis of the ethical and social implications of artificial intelligence-based automated marking
The influence of large-scale GIS datasets on artificial intelligence and machine learning developments
An examination of the use of artificial intelligence in orthopaedic surgery
The impact of explainable artificial intelligence (XAI) on transparency and trust in supply chain management
An evaluation of the role of artificial intelligence in financial forecasting and risk management in cryptocurrency
A meta-analysis of deep learning algorithm performance in predicting and cyber attacks in schools

Topics & Ideas: Networking

An analysis of the impact of 5G technology on internet penetration in rural Tanzania
Assessing the role of software-defined networking (SDN) in modern cloud-based computing
A critical analysis of network security and privacy concerns associated with Industry 4.0 investment in healthcare.
Exploring the influence of cloud computing on security risks in fintech.
An examination of the use of network function virtualization (NFV) in telecom networks in Southern America
Assessing the impact of edge computing on network architecture and design in IoT-based manufacturing
An evaluation of the challenges and opportunities in 6G wireless network adoption
The role of network congestion control algorithms in improving network performance on streaming platforms
An analysis of network coding-based approaches for data security
Assessing the impact of network topology on network performance and reliability in IoT-based workspaces

Free Webinar: How To Find A Dissertation Research Topic

Topics & Ideas: Database Systems

An analysis of big data management systems and technologies used in B2B marketing
The impact of NoSQL databases on data management and analysis in smart cities
An evaluation of the security and privacy concerns of cloud-based databases in financial organisations
Exploring the role of data warehousing and business intelligence in global consultancies
An analysis of the use of graph databases for data modelling and analysis in recommendation systems
The influence of the Internet of Things (IoT) on database design and management in the retail grocery industry
An examination of the challenges and opportunities of distributed databases in supply chain management
Assessing the impact of data compression algorithms on database performance and scalability in cloud computing
An evaluation of the use of in-memory databases for real-time data processing in patient monitoring
Comparing the effects of database tuning and optimization approaches in improving database performance and efficiency in omnichannel retailing

Topics & Ideas: Human-Computer Interaction

An analysis of the impact of mobile technology on human-computer interaction prevalence in adolescent men
An exploration of how artificial intelligence is changing human-computer interaction patterns in children
An evaluation of the usability and accessibility of web-based systems for CRM in the fast fashion retail sector
Assessing the influence of virtual and augmented reality on consumer purchasing patterns
An examination of the use of gesture-based interfaces in architecture
Exploring the impact of ease of use in wearable technology on geriatric user
Evaluating the ramifications of gamification in the Metaverse
A systematic review of user experience (UX) design advances associated with Augmented Reality
A comparison of natural language processing algorithms automation of customer response Comparing end-user perceptions of natural language processing algorithms for automated customer response
Analysing the impact of voice-based interfaces on purchase practices in the fast food industry

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Topics & Ideas: Information Security

A bibliometric review of current trends in cryptography for secure communication
An analysis of secure multi-party computation protocols and their applications in cloud-based computing
An investigation of the security of blockchain technology in patient health record tracking
A comparative study of symmetric and asymmetric encryption algorithms for instant text messaging
A systematic review of secure data storage solutions used for cloud computing in the fintech industry
An analysis of intrusion detection and prevention systems used in the healthcare sector
Assessing security best practices for IoT devices in political offices
An investigation into the role social media played in shifting regulations related to privacy and the protection of personal data
A comparative study of digital signature schemes adoption in property transfers
An assessment of the security of secure wireless communication systems used in tertiary institutions

Topics & Ideas: Software Engineering

A study of agile software development methodologies and their impact on project success in pharmacology
Investigating the impacts of software refactoring techniques and tools in blockchain-based developments
A study of the impact of DevOps practices on software development and delivery in the healthcare sector
An analysis of software architecture patterns and their impact on the maintainability and scalability of cloud-based offerings
A study of the impact of artificial intelligence and machine learning on software engineering practices in the education sector
An investigation of software testing techniques and methodologies for subscription-based offerings
A review of software security practices and techniques for protecting against phishing attacks from social media
An analysis of the impact of cloud computing on the rate of software development and deployment in the manufacturing sector
Exploring the impact of software development outsourcing on project success in multinational contexts
An investigation into the effect of poor software documentation on app success in the retail sector

CompSci & IT Dissertations/Theses

While the ideas we’ve presented above are a decent starting point for finding a CompSci-related research topic, they are fairly generic and non-specific. So, it helps to look at actual dissertations and theses to see how this all comes together.

Below, we’ve included a selection of research projects from various CompSci-related degree programs to help refine your thinking. These are actual dissertations and theses, written as part of Master’s and PhD-level programs, so they can provide some useful insight as to what a research topic looks like in practice.

An array-based optimization framework for query processing and data analytics (Chen, 2021)
Dynamic Object Partitioning and replication for cooperative cache (Asad, 2021)
Embedding constructural documentation in unit tests (Nassif, 2019)
PLASA | Programming Language for Synchronous Agents (Kilaru, 2019)
Healthcare Data Authentication using Deep Neural Network (Sekar, 2020)
Virtual Reality System for Planetary Surface Visualization and Analysis (Quach, 2019)
Artificial neural networks to predict share prices on the Johannesburg stock exchange (Pyon, 2021)
Predicting household poverty with machine learning methods: the case of Malawi (Chinyama, 2022)
Investigating user experience and bias mitigation of the multi-modal retrieval of historical data (Singh, 2021)
Detection of HTTPS malware traffic without decryption (Nyathi, 2022)
Redefining privacy: case study of smart health applications (Al-Zyoud, 2019)
A state-based approach to context modeling and computing (Yue, 2019)
A Novel Cooperative Intrusion Detection System for Mobile Ad Hoc Networks (Solomon, 2019)
HRSB-Tree for Spatio-Temporal Aggregates over Moving Regions (Paduri, 2019)

Looking at these titles, you can probably pick up that the research topics here are quite specific and narrowly-focused , compared to the generic ones presented earlier. This is an important thing to keep in mind as you develop your own research topic. That is to say, to create a top-notch research topic, you must be precise and target a specific context with specific variables of interest . In other words, you need to identify a clear, well-justified research gap.

Fast-Track Your Research Topic

If you’re still feeling a bit unsure about how to find a research topic for your Computer Science dissertation or research project, check out our Topic Kickstarter service.

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Research topics and ideas about data science and big data analytics

Investigating the impacts of software refactoring techniques and tools in blockchain-based developments.

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101 Best Computer Science Topics for 2023

Any student will know the difficulty that comes with developing and choosing a great topic in computer science. Generally speaking, a good topic should be original, interesting, and challenging. It should push the limits of the field of study while still adequately answering the main questions brought on by the study.

We understand the stress that this may cause students, which is why we’ve dedicated our time to search the web and print resources to find the latest computer science topics that create the biggest waves in the field. Here’s the list of the top computer science research topics for 2023 you can use for an essay or senior thesis :

AP Computer Science Topics for Students Entering College

How has big data impacted the way small businesses conduct market research?
Does machine learning negatively impact the way neurons in the brain work?
Did biotech change how medicine is administered to patients?
How is human perception affected by virtual reality technologies?
How can education benefit from using virtual reality in learning?
Are quantum computers the way of the future or are they just a fad?
Has the Covid-19 pandemic delayed advancements in computer science?

Computer Science Research Paper Topics for High School

How successful has distance learning computer tech been in the time of Covid-19?
Will computer assistance in businesses get rid of customer service needs?
How has encryption and decryption technology changed in the last 20 years?
Can AI impact computer management and make it automated?
Why do programmers avoid making a universal programming language?
How important are human interactions with computer development?
How will computers change in the next five to ten years?

Controversial Topics in Computer Science for Grad Students

What is the difference between math modeling and art?
How are big-budget Hollywood films being affected by CGI technologies?
Should students be allowed to use technology in classrooms other than comp science?
How important is it to limit the amount of time we spend using social media?
Are quantum computers for personal or home use realistic?
How are embedded systems changing the business world?
In what ways can human-computer interactions be improved?

Computer Science Capstone Project Ideas for College Courses

What are the physical limitations of communication and computation?
Is SCRUM methodology still viable for software development?
Are ATMs still secure machines to access money or are they a threat?
What are the best reasons for using open source software?
The future of distributed systems and its use in networks?
Has the increased use of social media positively or negatively affected our relationships?
How is machine learning impacted by artificial intelligence?

Interesting Computer Science Topics for College Students

How has Blockchain impacted large businesses?
Should people utilize internal chips to track their pets?
How much attention should we pay to the content we read on the web?
How can computers help with human genes sequencing?
What can be done to enhance IT security in financial institutions?
What does the digitization of medical fields mean for patients’ privacy?
How efficient are data back-up methods in business?

Hot Topics in Computer Science for High School Students

Is distance learning the new norm for earning postgraduate degrees?
In reaction to the Covid-19 pandemic should more students take online classes?
How can game theory aid in the analysis of algorithms?
How can technology impact future government elections?
Why are there fewer females in the computer science field?
Should the world’s biggest operating systems share information?
Is it safe to make financial transactions online?

Ph.D. Research Topics in Computer Science for Grad Students

How can computer technology help professional athletes improve performance?
How have Next Gen Stats changed the way coaches game plan?
How has computer technology impacted medical technology?
What impact has MatLab software had in the medical engineering field?
How does self-adaptable application impact online learning?
What does the future hold for information technology?
Should we be worried about addiction to computer technology?

Computer Science Research Topics for Undergraduates

How has online sports gambling changed IT needs in households?
In what ways have computers changed learning environments?
How has learning improved with interactive multimedia and similar technologies?
What are the psychological perspectives on IT advancements?
What is the balance between high engagement and addiction to video games?
How has the video gaming industry changed over the decades?
Has social media helped or damaged our communication habits?

Research Paper Topics in Computer Science

What is the most important methodology in project planning?
How has technology improved people’s chances of winning in sports betting?
How has artificial technology impacted the U.S. economy?
What are the most effective project management processes in IT?
How can IT security systems help the practice of fraud score generation?
Has technology had an impact on religion?
How important is it to keep your social networking profiles up to date?

Computer Science Thesis Topics for College Students

How can logic and sets be used in computing?
How has online gambling impacted in-person gambling?
How did the 5-G network generation change communication?
What are the biggest challenges to IT due to Covid-19?
Do you agree that assembly language is a new way to determine data-mine health?
How can computer technology help track down criminals?
Is facial recognition software a violation of privacy rights?

Quick and Easy Computer Science Project Topics

Why do boys and girls learn the technology so differently?
How effective are computer training classes that target young girls?
How does technology affect how medicines are administered?
Will further advancements in technology put people out of work?
How has computer science changed the way teachers educate?
Which are the most effective ways of fighting identify theft?

Excellent Computer Science Thesis Topic Ideas

What are the foreseeable business needs computers will fix?
What are the pros and cons of having smart home technology?
How does computer modernization at the office affect productivity?
How has computer technology led to more job outsourcing?
Do self-service customer centers sufficiently provide solutions?
How can a small business compete without updated computer products?

Computer Science Presentation Topics

What does the future hold for virtual reality?
What are the latest innovations in computer science?
What are the pros and cons of automating everyday life?
Are hackers a real threat to our privacy or just to businesses?
What are the five most effective ways of storing personal data?
What are the most important fundamentals of software engineering?

Even More Topics in Computer Science

In what ways do computers function differently from human brains?
Can world problems be solved through advancements in video game technology?
How has computing helped with the mapping of the human genome?
What are the pros and cons of developing self-operating vehicles?
How has computer science helped developed genetically modified foods?
How are computers used in the field of reproductive technologies?

Our team of academic experts works around the clock to bring you the best project topics for computer science student. We search hundreds of online articles, check discussion boards, and read through a countless number of reports to ensure our computer science topics are up-to-date and represent the latest issues in the field. If you need assistance developing research topics in computer science or need help editing or writing your assignment, we are available to lend a hand all year. Just send us a message “ help me write my thesis ” and we’ll put you in contact with an academic writer in the field.

Computer Science Dissertation Topics

Dissertations are one of the main pieces of work students undertake at university and they provide you with an opportunity to work independently and on something that really interests you. It’s easier to research essay questions and assignment topics that have been set for you, but it can be difficult to decide what to do when you have been given some freedom. There are so many areas that you could focus on when it comes to your computing dissertation, so we have come up with a range of original topics that might help to narrow down your interest:

Hardware, Network and Security Dissertation Topics

Software, programming and algorithm dissertation topics, information systems – computer science dissertation topics.

Computer Science is usually defined as the study of computers and technological systems. It also refers to the theories and practices adopted to reinforce Information Technology (IT). In contrast to computer or electrical engineers, computer scientists often deal with software programs, application evaluation, and programming languages. Major areas of study within the field of Computer Science include project management, artificial intelligence, computer network or systems, security, information systems, and the virtualisation of computer interfaces. Dissertation topics related to this field include:

A survey of the different technologies and algorithms for parsing and indexing multimedia databases.
How to visualise text categorisation with complex hierarchal structures and machine learning?
What are the different tools and techniques in software requirements understanding in the United Kingdom?
Conducting autonomous navigation within both indoor and outdoor environments and settings.
How to improve the value of inter-organisational knowledge management using IT?
Intelligent Marketing: Applying the concepts and methods of artificial intelligence in advertising & marketing process.
Computing a virtual model of an environment using an autonomous mobile robot.
How to identify the cybersecurity challenges of adopting automated vehicles in the United Kingdom?
How to identify the best approach to perform successful System-Level Testing of Distributed Systems.
What are the analysis and design requirements for a Next Generation Software Release Management System?
How to design a cloud-based Information System for an oil storage company based on Internet Technologies?
How to identify the requirements of Enterprise Content Management System for a software development company?
How to determine the various underlying factors that have significant impact on the information systems development process?
Investigation of ‘agile project management methods’ risk management evaluation and project management tools that integrate risk analysis into project management practices.
How to effectively implement risk approaches during software development process to prevent unsuccessful implementations?
What are the contemporary challenges/ issues in database design and information systems development?
Effectively implementing Bio-informatics to improve the provision of healthcare services in the United Kingdom.

Network security refers to all activities that are designed to protect the usability and reliability of organizations’ information and network structure, including software and hardware security measures and technologies. Efficient network security measures would include monitoring access to a network, while also scanning for potential threats or attacks, and preventing malicious activities on secured networks. Ultimately, network security is concerned with the security of an organisation’s information resources and computing assets. More dissertation topics related to hardware, network and security include:

Conducting a test lab for the performance analysis of TCP over Ethernet LANs on Windows operating systems.
Potential Privacy and Security Risks when authenticating on the Internet with Electronic ID cards.
How to prevent relay attacks and improve the security of smart card network transmissions?
What are the different security mechanisms in IEEE 802.11-based WLANs?
How to design efficient Intrusion Detection System for 4G networks
Explore the use of intrusion detection systems for intelligent analysis of data across multiple gateways.
How to develop a secure runtime/programming environment for studying the behaviour of malicious botnets and network worms
Analysis of network security using a programmatic approach.
What are the different strategic and methodological approaches for the development of ICT systems?
How to design and implement a distributed file sharing system used for supporting content mobility and disconnection tolerant communication?
How to design a secure, scalable and component-based Network Monitoring tool using struts and hibernates.
Scalable Router placement in software-defined networks.
An evaluation framework for secured routing in structured peer-to-peer (overlay) networks.
What are the issues for coordinated transmission techniques in next generation 5G wireless networks?
Performance studies of VoIP over Wireless and Ethernet LANs?
What is the impact of signal strength on Wi-Fi link throughput using propagation measurements?
Network Traffic Anomaly Detection using Software Defined Networking
How to secure data sharing in P2P (Peer-to-Peer) and Wi-Fi networks
How to apply database technologies for managing network data?
Fault recovery and redundancy in real-time wireless networking systems
Fault recovery and redundancy in 4G wireless networking systems.
Anonymous routing based on characteristics protocol
Planning for secure and dependable 4th generation wireless networks.
Using dynamic proxies to support RMI in a mobile environment.
A policy creation and enforcement environment for an IP network.
Real Time 3D motion tracking for interactive computer simulations Peer-to-peer live streaming and Video on Demand Design Issues and Challenges?
Using Humans as Cyber security sensors (HAASS) for the Internet of Things.
Large-scale automatic classification for phishing network attacks.
Enforcing Network Access Control through Security Policy Management.

Computer software, or any other types of software, is a general term used to describe a collection of computer programs, procedures and documentation that perform tasks or activities on a computer system. The term includes application software, such as word processors or dynamic websites, which perform productive tasks for users, system software such as operating systems, which interface with hardware to provide the necessary services for application software, database organisers to deal with big data and middleware which controls and co-ordinates distributed systems. Here are some original and relevant dissertation topics on software, programming and algorithm:

Development of web based document management system by using markup languages like J2EE, XML and Microsoft SQL Server
Development of room scheduling and work mapping system using software frameworks like Microsoft .NET Framework
Implementation and evaluation of optimal algorithm for computing association rules in certain environment
Implementation and evaluation of optimal algorithm for generating clusters
Implementation and evaluation of optimal algorithm for generating optimal and near optimal classification trees
Implementation and evaluation of heuristic algorithm for computing association rules
Implementation and evaluation of heuristic algorithm for generating clusters
Implementation and evaluation of heuristic algorithm for generating optimal and near optimal classification trees
Different techniques for designing intelligent interfaces for database systems, which provide a paradigm for programming databases without the knowledge of SQL and tables
Fault-Tolerant Routing in interconnection networks with multiple passes and fixed control variables
Fault-Tolerance analysis of sorting networks
Analysis, design and implementation of web services security framework
Hardware and/or high speed computer arithmetic using the residue number system
Implementation and evaluation of fast algorithms for One-Way Hashing Functions
Different techniques for testing embedded software systems
Methods to design a dynamic proxy based architecture to support distributed java objects in a mobile environment
Modular data serialization and mobile code
Various ways to improve Open Web Architectures
An adaptive web-based learning environment
Transportation (Bus/Car/Taxi) tracking service: Design and implementation of a device independent passenger information system
Development and evaluation of a scalable, fault tolerant telecommunications system using EJB and related technologies cryptographic access control for a network file system.
Event-based middleware for collaborative ad hoc applications
Proactive persistent agents – using situational intelligence to create support characters in character-centric computer games
Develop Java Applets to investigate the feasibility of designing objects to be manufactured by specification through individual users via the web
Development of distributed software environment by using Java RMI or alternative Java technologies, where users can work collaboratively on a project via the internet
Develop Java Programs for Applied Financial Systems like stock markets
Develop Web systems (HTML, CSS, JavaScript) to structure intelligent rental car booking system
Develop exercise-workout tracking app on Android/iOS

The term information system sometimes refers to a system of persons, data records and activities that process the data and information in an organisation, and it includes the organisation’s manual and automated processes. It can also include the technical aspect of HCI or human computer interaction. Computer-based information systems are the field of study for information technology, elements of which are sometimes called an “information system” as well. Dissertation topics on information systems include:

Challenges of building information systems for large healthcare like NHS UK
E-recruitment standards: challenges and future directions
Challenges and opportunities in migrating to web-based information services
Change management on the web environment
Changing nature of web space requirements
An analysis of collaborative social network tools for the gathering and classification of information from young people/middle/old aged people
Government policies toward adoption and diffusion of ICT, including e-government services and high-speed Internet access for household consumers/citizens in United Kingdom
Impact of e-publishing on the future of libraries
Impact of the web on library users
Implementing a new integrated information system in the library environment
Impact of full-text databases on search engine services
Impact of full-text databases on shopping cart users
Impact of Internet and cyber infrastructure on jobs and income in UK
Impact of Internet and Cyber infrastructure on marketing and marketing users in the United Kingdom
Implications for information seeking behaviour and retrieval
Usage of scientific innovation and information society by students in schools
Usage of scientific innovation and information society by graduation (both undergrad and postgrad) students
Integrating multimedia and the web into language planning and measuring the impact of applications on language use
Internet-based services, products, technologies and their impact on e-marketing, service, and utilisation: challenges and/or methodology to meet patron needs as marketing campaigns migrate to a digital/virtual environment
Different models of e-marketing services with the use of computers, networks, and the Internet.
Building Information System for e-learning in educational institutes in UK
Managing and tracking traffic fines by using big data analysis
Tracking over-speeding by using speed camera (using an intelligent database to store speed limits)
Improving HCI (human-computer interaction) by using AI (artificial intelligence) systems on mobile devices
Improving HCI (human-computer interaction) by using AI (artificial intelligence) systems on personal computers (laptops or desktops)
Monitoring an individual’s behaviour over social media like Facebook, Twitter etc. and develop patterns
Monitoring a young person’s usage and behaviour over social media like Facebook, Twitter etc. and develop patterns

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Home > CICS > CS > CS_DISS

Computer Science Department Dissertations Collection

Dissertations from 2024 2024.

Enabling Privacy and Trust in Edge AI Systems , Akanksha Atrey, Computer Science

Generative Language Models for Personalized Information Understanding , Pengshan Cai, Computer Science

Towards Automatic and Robust Variational Inference , Tomas Geffner, Computer Science

Multi-SLAM Systems for Fault-Tolerant Simultaneous Localization and Mapping , Samer Nashed, Computer Science

Policy Gradient Methods: Analysis, Misconceptions, and Improvements , Christopher P. Nota, Computer Science

Data to science with AI and human-in-the-loop , Gustavo Perez Sarabia, Computer Science

Question Answering By Case-Based Reasoning With Textual Evidence , Dung N. Thai, Computer Science

Dissertations from 2023 2023

An Introspective Approach for Competence-Aware Autonomy , Connor Basich, Computer Science

Foundations of Node Representation Learning , Sudhanshu Chanpuriya, Computer Science

Learning to See with Minimal Human Supervision , Zezhou Cheng, Computer Science

IMPROVING USER EXPERIENCE BY OPTIMIZING CLOUD SERVICES , Ishita Dasgupta, Computer Science

Automating the Formal Verification of Software , Emily First, Computer Science

Learning from Sequential User Data: Models and Sample-efficient Algorithms , Aritra Ghosh, Computer Science

Human-Centered Technologies for Inclusive Collection and Analysis of Public-Generated Data , Mahmood Jasim, Computer Science

Rigorous Experimentation For Reinforcement Learning , Scott M. Jordan, Computer Science

Towards Robust Long-form Text Generation Systems , Kalpesh Krishna, Computer Science

Emerging Trustworthiness Issues in Distributed Learning Systems , Hamid Mozaffari, Computer Science

TOWARDS RELIABLE CIRCUMVENTION OF INTERNET CENSORSHIP , Milad nasresfahani, Computer Science

Evidence Assisted Learning for Clinical Decision Support Systems , Bhanu Pratap Singh Rawat, Computer Science

DESIGN AND ANALYSIS OF CONTENT CACHING SYSTEMS , Anirudh Sabnis, Computer Science

Quantifying and Enhancing the Security of Federated Learning , Virat Vishnu Shejwalkar, Computer Science

Effective and Efficient Transfer Learning in the Era of Large Language Models , Tu Vu, Computer Science

Data-driven Modeling and Analytics for Greening the Energy Ecosystem , John Wamburu, Computer Science

Bayesian Structural Causal Inference with Probabilistic Programming , Sam A. Witty, Computer Science

LEARNING TO RIG CHARACTERS , Zhan Xu, Computer Science

GRAPH REPRESENTATION LEARNING WITH BOX EMBEDDINGS , Dongxu Zhang, Computer Science

Dissertations from 2022 2022

COMBINATORIAL ALGORITHMS FOR GRAPH DISCOVERY AND EXPERIMENTAL DESIGN , Raghavendra K. Addanki, Computer Science

MEASURING NETWORK INTERFERENCE AND MITIGATING IT WITH DNS ENCRYPTION , Seyed Arian Akhavan Niaki, Computer Science

Few-Shot Natural Language Processing by Meta-Learning Without Labeled Data , Trapit Bansal, Computer Science

Communicative Information Visualizations: How to make data more understandable by the general public , Alyxander Burns, Computer Science

REINFORCEMENT LEARNING FOR NON-STATIONARY PROBLEMS , Yash Chandak, Computer Science

Modeling the Multi-mode Distribution in Self-Supervised Language Models , Haw-Shiuan Chang, Computer Science

Nonparametric Contextual Reasoning for Question Answering over Large Knowledge Bases , Rajarshi Das, Computer Science

Languages and Compilers for Writing Efficient High-Performance Computing Applications , Abhinav Jangda, Computer Science

Controllable Neural Synthesis for Natural Images and Vector Art , Difan Liu, Computer Science

Probabilistic Commonsense Knowledge , Xiang Li, Computer Science

DISTRIBUTED LEARNING ALGORITHMS: COMMUNICATION EFFICIENCY AND ERROR RESILIENCE , Raj Kumar Maity, Computer Science

Practical Methods for High-Dimensional Data Publication with Differential Privacy , Ryan H. McKenna, Computer Science

Incremental Non-Greedy Clustering at Scale , Nicholas Monath, Computer Science

High-Quality Automatic Program Repair , Manish Motwani, Computer Science

Unobtrusive Assessment of Upper-Limb Motor Impairment Using Wearable Inertial Sensors , Brandon R. Oubre, Computer Science

Mixture Models in Machine Learning , Soumyabrata Pal, Computer Science

Decision Making with Limited Data , Kieu My Phan, Computer Science

Neural Approaches for Language-Agnostic Search and Recommendation , Hamed Rezanejad Asl Bonab, Computer Science

Low Resource Language Understanding in Voice Assistants , Subendhu Rongali, Computer Science

Enabling Daily Tracking of Individual’s Cognitive State With Eyewear , Soha Rostaminia, Computer Science

LABELED MODULES IN PROGRAMS THAT EVOLVE , Anil K. Saini, Computer Science

Reliable Decision-Making with Imprecise Models , Sandhya Saisubramanian, Computer Science

Data Scarcity in Event Analysis and Abusive Language Detection , Sheikh Muhammad Sarwar, Computer Science

Representation Learning for Shape Decomposition, By Shape Decomposition , Gopal Sharma, Computer Science

Metareasoning for Planning and Execution in Autonomous Systems , Justin Svegliato, Computer Science

Approximate Bayesian Deep Learning for Resource-Constrained Environments , Meet Prakash Vadera, Computer Science

ANSWER SIMILARITY GROUPING AND DIVERSIFICATION IN QUESTION ANSWERING SYSTEMS , Lakshmi Nair Vikraman, Computer Science

Dissertations from 2021 2021

Neural Approaches to Feedback in Information Retrieval , Keping Bi, Computer Science

Sociolinguistically Driven Approaches for Just Natural Language Processing , Su Lin Blodgett, Computer Science

Enabling Declarative and Scalable Prescriptive Analytics in Relational Data , Matteo Brucato, Computer Science

Neural Methods for Answer Passage Retrieval over Sparse Collections , Daniel Cohen, Computer Science

Utilizing Graph Structure for Machine Learning , Stefan Dernbach, Computer Science

Enhancing Usability and Explainability of Data Systems , Anna Fariha, Computer Science

Algorithms to Exploit Data Sparsity , Larkin H. Flodin, Computer Science

3D Shape Understanding and Generation , Matheus Gadelha, Computer Science

Robust Algorithms for Clustering with Applications to Data Integration , Sainyam Galhotra, Computer Science

Improving Evaluation Methods for Causal Modeling , Amanda Gentzel, Computer Science

SAFE AND PRACTICAL MACHINE LEARNING , Stephen J. Giguere, Computer Science

COMPACT REPRESENTATIONS OF UNCERTAINTY IN CLUSTERING , Craig Stuart Greenberg, Computer Science

Natural Language Processing for Lexical Corpus Analysis , Abram Kaufman Handler, Computer Science

Social Measurement and Causal Inference with Text , Katherine A. Keith, Computer Science

Concentration Inequalities in the Wild: Case Studies in Blockchain & Reinforcement Learning , A. Pinar Ozisik, Computer Science

Resource Allocation in Distributed Service Networks , Nitish Kumar Panigrahy, Computer Science

History Modeling for Conversational Information Retrieval , Chen Qu, Computer Science

Design and Implementation of Algorithms for Traffic Classification , Fatemeh Rezaei, Computer Science

SCALING DOWN THE ENERGY COST OF CONNECTING EVERYDAY OBJECTS TO THE INTERNET , Mohammad Rostami, Computer Science

Deep Learning Models for Irregularly Sampled and Incomplete Time Series , Satya Narayan Shukla, Computer Science

Traffic engineering in planet-scale cloud networks , Rachee Singh, Computer Science

Video Adaptation for High-Quality Content Delivery , Kevin Spiteri, Computer Science

Learning from Limited Labeled Data for Visual Recognition , Jong-Chyi Su, Computer Science

Human Mobility Monitoring using WiFi: Analysis, Modeling, and Applications , Amee Trivedi, Computer Science

Geometric Representation Learning , Luke Vilnis, Computer Science

Understanding of Visual Domains via the Lens of Natural Language , Chenyun Wu, Computer Science

Towards Practical Differentially Private Mechanism Design and Deployment , Dan Zhang, Computer Science

Audio-driven Character Animation , Yang Zhou, Computer Science

Dissertations from 2020 2020

Noise-Aware Inference for Differential Privacy , Garrett Bernstein, Computer Science

Motion Segmentation - Segmentation of Independently Moving Objects in Video , Pia Katalin Bideau, Computer Science

An Empirical Assessment of the Effectiveness of Deception for Cyber Defense , Kimberly J. Ferguson-Walter, Computer Science

Integrating Recognition and Decision Making to Close the Interaction Loop for Autonomous Systems , Richard Freedman, Computer Science

Improving Reinforcement Learning Techniques by Leveraging Prior Experience , Francisco M. Garcia, Computer Science

Optimization and Training of Generational Garbage Collectors , Nicholas Jacek, Computer Science

Understanding the Dynamic Visual World: From Motion to Semantics , Huaizu Jiang, Computer Science

Improving Face Clustering in Videos , SouYoung Jin, Computer Science

Reasoning About User Feedback Under Identity Uncertainty in Knowledge Base Construction , Ariel Kobren, Computer Science

Learning Latent Characteristics of Data and Models using Item Response Theory , John P. Lalor, Computer Science

Higher-Order Representations for Visual Recognition , Tsung-Yu Lin, Computer Science

Learning from Irregularly-Sampled Time Series , Steven Cheng-Xian Li, Computer Science

Dynamic Composition of Functions for Modular Learning , Clemens GB Rosenbaum, Computer Science

Improving Visual Recognition With Unlabeled Data , Aruni Roy Chowdhury, Computer Science

Deep Neural Networks for 3D Processing and High-Dimensional Filtering , Hang Su, Computer Science

Towards Optimized Traffic Provisioning and Adaptive Cache Management for Content Delivery , Aditya Sundarrajan, Computer Science

The Limits of Location Privacy in Mobile Devices , Keen Yuun Sung, Computer Science

ALGORITHMS FOR MASSIVE, EXPENSIVE, OR OTHERWISE INCONVENIENT GRAPHS , David Tench, Computer Science

System Design for Digital Experimentation and Explanation Generation , Emma Tosch, Computer Science

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Home > School, College, or Department > MCECS > Computer Science > Dissertations and Theses

Computer Science Dissertations and Theses

Theses/dissertations from 2024 2024.

MmWave RAT Optimization: MAC Layer Initial Access Design and Transport Layer Integration , Suresh Srinivasan (Dissertation)

Theses/Dissertations from 2023 2023

Seeing in the Dark: Towards Robust Pedestrian Detection at Nighttime , Afnan Althoupety (Dissertation)

A Deep Hierarchical Variational Autoencoder for World Models in Complex Reinforcement Learning Environments , Sriharshitha Ayyalasomayajula (Thesis)

Toward Efficient Rendering: A Neural Network Approach , Qiqi Hou (Dissertation)

Energy Auction with Non-Relational Persistence , Michael Ramez Howard (Thesis)

Implementing a Functional Logic Programming Language via the Fair Scheme , Andrew Michael Jost (Dissertation)

Multi-Agent Deep Reinforcement Learning for Radiation Localization , Benjamin Scott Totten (Thesis)

Theses/Dissertations from 2022 2022

Using Intrinsically-Typed Definitional Interpreters to Verify Compiler Optimizations in a Monadic Intermediate Language , Dani Barrack (Thesis)

An Automated Zoom Class Session Analysis Tool to Improve Education , Jack Arlo Cannon II (Thesis)

Scaling EPA-RIMM with Multicore System Management Interrupt Handlers , Alexander K. Freed (Thesis)

Unpaired Style Transfer Conditional Generative Adversarial Network for Scanned Document Generation , David Jonathan Hawbaker (Thesis)

Toward Analyzing the Diversity of Extractive Summaries , Aaron David Hudson (Thesis)

Making Curry with Rice: An Optimizing Curry Compiler , Steven Libby (Dissertation)

Domain Knowledge as Motion-Aware Inductive Bias for Deep Video Synthesis: Two Case Studies , Long Mai (Dissertation)

Theses/Dissertations from 2021 2021

Efficient Neuromorphic Algorithms for Gamma-Ray Spectrum Denoising and Radionuclide Identification , Merlin Phillip Carson (Thesis)

Storing Intermediate Results in Space and Time: SQL Graphs and Block Referencing , Basem Ibrahim Elazzabi (Dissertation)

Automated Test Generation for Validating SystemC Designs , Bin Lin (Dissertation)

Forecasting Optimal Parameters of the Broken Wing Butterfly Option Strategy Using Differential Evolution , David Munoz Constantine (Thesis)

Situate: An Agent-Based System for Situation Recognition , Max Henry Quinn (Dissertation)

Theses/Dissertations from 2020 2020

Multiple Diagram Navigation , Hisham Benotman (Dissertation)

Smart Contract Vulnerabilities on the Ethereum Blockchain: a Current Perspective , Daniel Steven Connelly (Thesis)

Extensible Performance-Aware Runtime Integrity Measurement , Brian G. Delgado (Dissertation)

Novel View Synthesis - a Neural Network Approach , Hoang Le (Dissertation)

Exploring the Potential of Sparse Coding for Machine Learning , Sheng Yang Lundquist (Dissertation)

Workflow Critical Path: a Data-Oriented Path Metric for Holistic HPC Workflows , Daniel D. Nguyen (Thesis)

Novel View Synthesis in Time and Space , Simon Niklaus (Dissertation)

Balancing Security, Performance and Deployability in Encrypted Search , David Joel Pouliot (Dissertation)

Theses/Dissertations from 2019 2019

A Secure Anti-Counterfeiting System using Near Field Communication, Public Key Cryptography, Blockchain, and Bayesian Games , Naif Saeed Alzahrani (Dissertation)

Spectral Clustering for Electrical Phase Identification Using Advanced Metering Infrastructure Voltage Time Series , Logan Blakely (Thesis)

Local Radiance , Scott Peter Britell (Dissertation)

Correct-by-Construction Typechecking with Scope Graphs , Katherine Imhoff Casamento (Thesis)

Versatile Binary-level Concolic Testing , Bo Chen (Dissertation)

Crumpled and Abraded Encryption: Implementation and Provably Secure Construction , Scott Sherlock Griffy (Thesis)

Knowing Without Knowing: Real-Time Usage Identification of Computer Systems , Leila Mohammed Hawana (Thesis)

Design and Experimental Evaluation of DeepMarket: an Edge Computing Marketplace with Distributed TensorFlow Execution Capability , Soyoung Kim (Thesis)

Localizing Little Landmarks with Transfer Learning , Sharad Kumar (Thesis)

Context-Aware Wi-Fi Infrastructure-based Indoor Positioning Systems , Huy Phuong Tran (Dissertation)

Theses/Dissertations from 2018 2018

Bounding Box Improvement with Reinforcement Learning , Andrew Lewis Cleland (Thesis)

Sensing Building Structure Using UWB Radios for Disaster Recovery , Jeong Eun Lee (Dissertation)

Annotation-Enabled Interpretation and Analysis of Time-Series Data , Niveditha Venugopal (Thesis)

EPA-RIMM-V: Efficient Rootkit Detection for Virtualized Environments , Tejaswini Ajay Vibhute (Thesis)

Theses/Dissertations from 2017 2017

Improved Scoring Models for Semantic Image Retrieval Using Scene Graphs , Erik Timothy Conser (Thesis)

Refining Bounding-Box Regression for Object Localization , Naomi Lynn Dickerson (Thesis)

Fully Generic Programming Over Closed Universes of Inductive-Recursive Types , Larry Diehl (Dissertation)

Communicating at Terahertz Frequencies , Farnoosh Moshirfatemi (Dissertation)

Designing In-Headset Authoring Tools for Virtual Reality Video , Cuong Nguyen (Dissertation)

Certifying Loop Pipelining Transformations in Behavioral Synthesis , Disha Puri (Dissertation)

Power-Aware Datacenter Networking and Optimization , Qing Yi (Dissertation)

Theses/Dissertations from 2016 2016

Identifying Relationships between Scientific Datasets , Abdussalam Alawini (Dissertation)

Information Representation and Computation of Spike Trains in Reservoir Computing Systems with Spiking Neurons and Analog Neurons , Amin Almassian (Thesis)

Investigations of an "Objectness" Measure for Object Localization , Lewis Richard James Coates (Thesis)

Image Stitching: Handling Parallax, Stereopsis, and Video , Fan Zhang (Dissertation)

Theses/Dissertations from 2015 2015

Novel Methods for Learning and Adaptation in Chemical Reaction Networks , Peter Banda (Dissertation)

Post-silicon Functional Validation with Virtual Prototypes , Kai Cong (Dissertation)

Novel Cryptographic Primitives and Protocols for Censorship Resistance , Kevin Patrick Dyer (Dissertation)

Hardware/Software Interface Assurance with Conformance Checking , Li Lei (Dissertation)

Leveraging Contextual Relationships Between Objects for Localization , Clinton Leif Olson (Thesis)

The Performance of Random Prototypes in Hierarchical Models of Vision , Kendall Lee Stewart (Thesis)

Tweakable Ciphers: Constructions and Applications , Robert Seth Terashima (Dissertation)

Scalable Equivalence Checking for Behavioral Synthesis , Zhenkun Yang (Dissertation)

Theses/Dissertations from 2014 2014

The Nax Language: Unifying Functional Programming and Logical Reasoning in a Language based on Mendler-style Recursion Schemes and Term-indexed Types , Ki Yung Ahn (Dissertation)

Using Spammers' Computing Resources for Volunteer Computing , Thai Le Quy Bui (Thesis)

Towards Constructing Interactive Virtual Worlds , Francis Chang (Dissertation)

System-wide Performance Analysis for Virtualization , Deron Eugene Jensen (Thesis)

Advances in Piecewise Smooth Image Reconstruction , Ralf Juengling (Dissertation)

Interpretable Machine Learning and Sparse Coding for Computer Vision , Will Landecker (Dissertation)

Optimizing Data Movement in Hybrid Analytic Systems , Patrick Michael Leyshock (Dissertation)

Ranked Similarity Search of Scientific Datasets: An Information Retrieval Approach , Veronika Margaret Megler (Dissertation)

Using GIST Features to Constrain Search in Object Detection , Joanna Browne Solmon (Thesis)

The Role of Prototype Learning in Hierarchical Models of Vision , Michael David Thomure (Dissertation)

Theses/Dissertations from 2013 2013

Object Detection and Recognition in Natural Settings , George William Dittmar (Thesis)

Trust-but-Verify: Guaranteeing the Integrity of User-generated Content in Online Applications , Akshay Dua (Dissertation)

Equivalence Checking for High-Assurance Behavioral Synthesis , Kecheng Hao (Dissertation)

Type Classes and Instance Chains: A Relational Approach , John Garrett Morris (Dissertation)

Theses/Dissertations from 2012 2012

Using Dataflow Optimization Techniques with a Monadic Intermediate Language , Justin George Bailey (Thesis)

A Survey and Analysis of Solutions to the Oblivious Memory Access Problem , Erin Elizabeth Chapman (Thesis)

A Data-Descriptive Feedback Framework for Data Stream Management Systems , Rafael J. Fernández Moctezuma (Dissertation)

Extending Relativistic Programming to Multiple Writers , Philip William Howard (Dissertation)

The Basic Scheme for the Evaluation of Functional Logic Programs , Arthur Peters (Thesis)

The Link Between Image Segmentation and Image Recognition , Karan Sharma (Thesis)

Relativistic Causal Ordering A Memory Model for Scalable Concurrent Data Structures , Josh Triplett (Dissertation)

Theses/Dissertations from 2011 2011

Conceptual Modeling of Data with Provenance , David William Archer (Dissertation)

Low-latency Estimates for Window-Aggregate Queries over Data Streams , Amit Bhat (Thesis)

Information Processing in Two-Dimensional Cellular Automata , Martin Cenek (Dissertation)

Scalable and Efficient Tasking for Dynamic Sensor Networks , Thanh Xuan Dang (Dissertation)

On the Effect of Topology on Learning and Generalization in Random Automata Networks , Alireza Goudarzi (Thesis)

HOLCF '11: A Definitional Domain Theory for Verifying Functional Programs , Brian Charles Huffman (Dissertation)

A Functional Approach to Memory-Safe Operating Systems , Rebekah Leslie (Dissertation)

Factoring Semiprimes Using PG2N Prime Graph Multiagent Search , Keith Eirik Wilson (Thesis)

High Speed Wireless Networking for 60GHz , Candy Yiu (Dissertation)

Theses/Dissertations from 2010 2010

Extensible Scheduling in a Haskell-based Operating System , Kenneth William Graunke (Thesis)

Addressing Automated Adversaries of Network Applications , Edward Leo Kaiser (Dissertation)

An Automata-Theoretic Approach to Hardware/Software Co-verification , Juncao Li (Dissertation)

Practical Type Inference for the GADT Type System , Chuan-kai Lin (Dissertation)

Scalable event tracking on high-end parallel systems , Kathryn Marie Mohror (Dissertation)

Performance Analysis of Hybrid CPU/GPU Environments , Michael Shawn Smith (Thesis)

Theses/Dissertations from 2009 2009

Computational Techniques for Reducing Spectra of the Giant Planets in Our Solar System , Holly L. Grimes (Thesis)

Programmer Friendly Refactoring Tools , Emerson Murphy-Hill (Dissertation)

A Framework for Superimposed Applications : Techniques to Represent, Access, Transform, and Interchange Bi-level Information , Sudarshan Srivivasa Murthy (Dissertation)

Graphical User Interfaces as Updatable Views , James Felger Terwilliger (Dissertation)

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Home > FACULTIES > Computer Science > CSD-ETD

Computer Science Theses and Dissertations

This collection contains theses and dissertations from the Department of Computer Science, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

Theses/Dissertations from 2024 2024

A Target-Based and A Targetless Extrinsic Calibration Methods for Thermal Camera and 3D LiDAR , Farhad Dalirani

Investigating Tree- and Graph-based Neural Networks for Natural Language Processing Applications , Sudipta Singha Roy

Theses/Dissertations from 2023 2023

Classification of DDoS Attack with Machine Learning Architectures and Exploratory Analysis , Amreen Anbar

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces , Sepehr Asgarian

Improved Protein Sequence Alignments Using Deep Learning , Seyed Sepehr Ashrafzadeh

INVESTIGATING IMPROVEMENTS TO MESH INDEXING , Anurag Bhattacharjee

Algorithms and Software for Oligonucleotide Design , Qin Dong

Framework for Assessing Information System Security Posture Risks , Syed Waqas Hamdani

De novo sequencing of multiple tandem mass spectra of peptide containing SILAC labeling , Fang Han

Local Model Agnostic XAI Methodologies Applied to Breast Cancer Malignancy Predictions , Heather Hartley

A Quantitative Analysis Between Software Quality Posture and Bug-fixing Commit , Rongji He

A Novel Method for Assessment of Batch Effect on single cell RNA sequencing data , Behnam Jabbarizadeh

Dynamically Finding Optimal Kernel Launch Parameters for CUDA Programs , Taabish Jeshani

Citation Polarity Identification From Scientific Articles Using Deep Learning Methods , Souvik Kundu

Denoising-Based Domain Adaptation Network for EEG Source Imaging , Runze Li

Decoy-Target Database Strategy and False Discovery Rate Analysis for Glycan Identification , Xiaoou Li

DpNovo: A DEEP LEARNING MODEL COMBINED WITH DYNAMIC PROGRAMMING FOR DE NOVO PEPTIDE SEQUENCING , Yizhou Li

Developing A Smart Home Surveillance System Using Autonomous Drones , Chongju Mai

Look-Ahead Selective Plasticity for Continual Learning , Rouzbeh Meshkinnejad

The Two Visual Processing Streams Through The Lens Of Deep Neural Networks , Aidasadat Mirebrahimi Tafreshi

Source-free Domain Adaptation for Sleep Stage Classification , Yasmin Niknam

Data Heterogeneity and Its Implications for Fairness , Ghazaleh Noroozi

Enhancing Urban Life: A Policy-Based Autonomic Smart City Management System for Efficient, Sustainable, and Self-Adaptive Urban Environments , Elham Okhovat

Evaluating the Likelihood of Bug Inducing Commits Using Metrics Trend Analysis , Parul Parul

On Computing Optimal Repairs for Conditional Independence , Alireza Pirhadi

Open-Set Source-Free Domain Adaptation in Fundus Images Analysis , Masoud Pourreza

Migration in Edge Computing , Arshin Rezazadeh

A Modified Hopfield Network for the K-Median Problem , Cody Rossiter

Predicting Network Failures with AI Techniques , Chandrika Saha

Toward Building an Intelligent and Secure Network: An Internet Traffic Forecasting Perspective , Sajal Saha

An Exploration of Visual Analytic Techniques for XAI: Applications in Clinical Decision Support , Mozhgan Salimiparsa

Attention-based Multi-Source-Free Domain Adaptation for EEG Emotion Recognition , Amir Hesam Salimnia

Global Cyber Attack Forecast using AI Techniques , Nusrat Kabir Samia

IMPLEMENTATION OF A PRE-ASSESSMENT MODULE TO IMPROVE THE INITIAL PLAYER EXPERIENCE USING PREVIOUS GAMING INFORMATION , Rafael David Segistan Canizales

A Computational Framework For Identifying Relevant Cell Types And Specific Regulatory Mechanisms In Schizophrenia Using Data Integration Methods , Kayvan Shabani

Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network , Sareh Soltani Nejad

Smartphone Loss Prevention System Using BLE and GPS Technology , Noshin Tasnim

A Hybrid Continual Machine Learning Model for Efficient Hierarchical Classification of Domain-Specific Text in The Presence of Class Overlap (Case Study: IT Support Tickets) , Yasmen M. Wahba

Reducing Negative Transfer of Random Data in Source-Free Unsupervised Domain Adaptation , Anthony Wong

Deep Neural Methods for True/Pseudo- Invasion Classification in Colorectal Polyp Whole-Slide Images , Zhiyuan Yang

Developing a Relay-based Autonomous Drone Delivery System , Muhammad Zakar

Learning Mortality Risk for COVID-19 Using Machine Learning and Statistical Methods , Shaoshi Zhang

Machine Learning Techniques for Improved Functional Brain Parcellation , Da Zhi

Theses/Dissertations from 2022 2022

The Design and Implementation of a High-Performance Polynomial System Solver , Alexander Brandt

Defining Service Level Agreements in Serverless Computing , Mohamed Elsakhawy

Algorithms for Regular Chains of Dimension One , Juan P. Gonzalez Trochez

Towards a Novel and Intelligent e-commerce Framework for Smart-Shopping Applications , Susmitha Hanumanthu

Multi-Device Data Analysis for Fault Localization in Electrical Distribution Grids , Jacob D L Hunte

Towards Parking Lot Occupancy Assessment Using Aerial Imagery and Computer Vision , John Jewell

Potential of Vision Transformers for Advanced Driver-Assistance Systems: An Evaluative Approach , Andrew Katoch

Psychological Understanding of Textual journals using Natural Language Processing approaches , Amirmohammad Kazemeinizadeh

Driver Behavior Analysis Based on Real On-Road Driving Data in the Design of Advanced Driving Assistance Systems , Nima Khairdoost

Solving Challenges in Deep Unsupervised Methods for Anomaly Detection , Vahid Reza Khazaie

Developing an Efficient Real-Time Terrestrial Infrastructure Inspection System Using Autonomous Drones and Deep Learning , Marlin Manka

Predictive Modelling For Topic Handling Of Natural Language Dialogue With Virtual Agents , Lareina Milambiling

Improving Deep Entity Resolution by Constraints , Soudeh Nilforoushan

Respiratory Pattern Analysis for COVID-19 Digital Screening Using AI Techniques , Annita Tahsin Priyoti

Extracting Microservice Dependencies Using Log Analysis , Andres O. Rodriguez Ishida

False Discovery Rate Analysis for Glycopeptide Identification , Shun Saito

Towards a Generalization of Fulton's Intersection Multiplicity Algorithm , Ryan Sandford

An Investigation Into Time Gazed At Traffic Objects By Drivers , Kolby R. Sarson

Exploring Artificial Intelligence (AI) Techniques for Forecasting Network Traffic: Network QoS and Security Perspectives , Ibrahim Mohammed Sayem

A Unified Representation and Deep Learning Architecture for Persuasive Essays in English , Muhammad Tawsif Sazid

Towards the development of a cost-effective Image-Sensing-Smart-Parking Systems (ISenSmaP) , Aakriti Sharma

Advances in the Automatic Detection of Optimization Opportunities in Computer Programs , Delaram Talaashrafi

Reputation-Based Trust Assessment of Transacting Service Components , Konstantinos Tsiounis

Fully Autonomous UAV Exploration in Confined and Connectionless Environments , Kirk P. Vander Ploeg

Three Contributions to the Theory and Practice of Optimizing Compilers , Linxiao Wang

Developing Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach , Wumian Wang

Predicting and Modifying Memorability of Images , Mohammad Younesi

Theses/Dissertations from 2021 2021

Generating Effective Sentence Representations: Deep Learning and Reinforcement Learning Approaches , Mahtab Ahmed

A Physical Layer Framework for a Smart City Using Accumulative Bayesian Machine Learning , Razan E. AlFar

Load Balancing and Resource Allocation in Smart Cities using Reinforcement Learning , Aseel AlOrbani

Contrastive Learning of Auditory Representations , Haider Al-Tahan

Cache-Friendly, Modular and Parallel Schemes For Computing Subresultant Chains , Mohammadali Asadi

Protein Interaction Sites Prediction using Deep Learning , Sourajit Basak

Predicting Stock Market Sector Sentiment Through News Article Based Textual Analysis , William A. Beldman

Improving Reader Motivation with Machine Learning , Tanner A. Bohn

A Black-box Approach for Containerized Microservice Monitoring in Fog Computing , Shi Chang

Visualization and Interpretation of Protein Interactions , Dipanjan Chatterjee

A Framework for Characterising Performance in Multi-Class Classification Problems with Applications in Cancer Single Cell RNA Sequencing , Erik R. Christensen

Exploratory Search with Archetype-based Language Models , Brent D. Davis

Evolutionary Design of Search and Triage Interfaces for Large Document Sets , Jonathan A. Demelo

Building Effective Network Security Frameworks using Deep Transfer Learning Techniques , Harsh Dhillon

A Deep Topical N-gram Model and Topic Discovery on COVID-19 News and Research Manuscripts , Yuan Du

Automatic extraction of requirements-related information from regulatory documents cited in the project contract , Sara Fotouhi

Developing a Resource and Energy Efficient Real-time Delivery Scheduling Framework for a Network of Autonomous Drones , Gopi Gugan

A Visual Analytics System for Rapid Sensemaking of Scientific Documents , Amirreza Haghverdiloo Barzegar

Calibration Between Eye Tracker and Stereoscopic Vision System Employing a Linear Closed-Form Perspective-n-Point (PNP) Algorithm , Mohammad Karami

Fuzzy and Probabilistic Rule-Based Approaches to Identify Fault Prone Files , Piyush Kumar Korlepara

Parallel Arbitrary-precision Integer Arithmetic , Davood Mohajerani

A Technique for Evaluating the Health Status of a Software Module Using Process Metrics , . Ria

Visual Analytics for Performing Complex Tasks with Electronic Health Records , Neda Rostamzadeh

Predictive Model of Driver's Eye Fixation for Maneuver Prediction in the Design of Advanced Driving Assistance Systems , Mohsen Shirpour

A Generative-Discriminative Approach to Human Brain Mapping , Deepanshu Wadhwa

WesternAccelerator：Rapid Development of Microservices , Haoran Wei

A Lightweight and Explainable Citation Recommendation System , Juncheng Yin

Mitosis Detection from Pathology Images , Jinhang Zhang

Theses/Dissertations from 2020 2020

Visual Analytics of Electronic Health Records with a focus on Acute Kidney Injury , Sheikh S. Abdullah

Towards the Development of Network Service Cost Modeling-An ISP Perspective , Yasmeen Ali

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How to Contact Faculty for IW/Thesis Advising

Send the professor an e-mail. When you write a professor, be clear that you want a meeting regarding a senior thesis or one-on-one IW project, and briefly describe the topic or idea that you want to work on. Check the faculty listing for email addresses.

Parastoo Abtahi, Room 419

Available for single-semester IW and senior thesis advising, 2023-2024

Research Areas: Human-Computer Interaction (HCI), Augmented Reality (AR), and Spatial Computing
Input techniques for on-the-go interaction (e.g., eye-gaze, microgestures, voice) with a focus on uncertainty, disambiguation, and privacy.
Minimal and timely multisensory output (e.g., spatial audio, haptics) that enables users to attend to their physical environment and the people around them, instead of a 2D screen.
Interaction with intelligent systems (e.g., IoT, robots) situated in physical spaces with a focus on updating users’ mental model despite the complexity and dynamicity of these systems.

Ryan Adams, Room 411

Research areas:

Machine learning driven design
Generative models for structured discrete objects
Approximate inference in probabilistic models
Accelerating solutions to partial differential equations
Innovative uses of automatic differentiation
Modeling and optimizing 3d printing and CNC machining

Andrew Appel, Room 209

Research Areas: Formal methods, programming languages, compilers, computer security.
Software verification (for which taking COS 326 / COS 510 is helpful preparation)
Game theory of poker or other games (for which COS 217 / 226 are helpful)
Computer game-playing programs (for which COS 217 / 226)
Risk-limiting audits of elections (for which ORF 245 or other knowledge of probability is useful)

Sanjeev Arora, Room 407

Theoretical machine learning, deep learning and its analysis, natural language processing. My advisees would typically have taken a course in algorithms (COS423 or COS 521 or equivalent) and a course in machine learning.
Show that finding approximate solutions to NP-complete problems is also NP-complete (i.e., come up with NP-completeness reductions a la COS 487).
Experimental Algorithms: Implementing and Evaluating Algorithms using existing software packages.
Studying/designing provable algorithms for machine learning and implementions using packages like scipy and MATLAB, including applications in Natural language processing and deep learning.
Any topic in theoretical computer science.

David August, Room 221

Research Areas: Computer Architecture, Compilers, Parallelism
Containment-based approaches to security: We have designed and tested a simple hardware+software containment mechanism that stops incorrect communication resulting from faults, bugs, or exploits from leaving the system. Let's explore ways to use containment to solve real problems. Expect to work with corporate security and technology decision-makers.
Parallelism: Studies show much more parallelism than is currently realized in compilers and architectures. Let's find ways to realize this parallelism.
Any other interesting topic in computer architecture or compilers.

Mark Braverman, 194 Nassau St., Room 231

Available for Spring 2024 single-semester IW, only

Research Areas: computational complexity, algorithms, applied probability, computability over the real numbers, game theory and mechanism design, information theory.
Topics in computational and communication complexity.
Applications of information theory in complexity theory.
Algorithms for problems under real-life assumptions.
Game theory, network effects
Mechanism design (could be on a problem proposed by the student)

Sebastian Caldas, 221 Nassau Street, Room 105

Research Areas: collaborative learning, machine learning for healthcare. Typically, I will work with students that have taken COS324.
Methods for collaborative and continual learning.
Machine learning for healthcare applications.

Bernard Chazelle, 194 Nassau St., Room 301

Research Areas: Natural Algorithms, Computational Geometry, Sublinear Algorithms.
Natural algorithms (flocking, swarming, social networks, etc).
Sublinear algorithms
Self-improving algorithms
Markov data structures

Danqi Chen, Room 412

Not available for IW or thesis advising, 2023-2024

My advisees would be expected to have taken a course in machine learning and ideally have taken COS484 or an NLP graduate seminar.
Representation learning for text and knowledge bases
Pre-training and transfer learning
Question answering and reading comprehension
Information extraction
Text summarization
Any other interesting topics related to natural language understanding/generation

Marcel Dall'Agnol, Corwin 034

Available for single-semester and senior thesis advising, 2023-2024

Research Areas: Theoretical computer science. (Specifically, quantum computation, sublinear algorithms, complexity theory, interactive proofs and cryptography)

Jia Deng, Room 423

Available for Fall 2023 single-semester IW, only

Research Areas: Computer Vision, Machine Learning.
Object recognition and action recognition
Deep Learning, autoML, meta-learning
Geometric reasoning, logical reasoning

Adji Bousso Dieng, Room 406

Research areas: Vertaix is a research lab at Princeton University led by Professor Adji Bousso Dieng. We work at the intersection of artificial intelligence (AI) and the natural sciences. The models and algorithms we develop are motivated by problems in those domains and contribute to advancing methodological research in AI. We leverage tools in statistical machine learning and deep learning in developing methods for learning with the data, of various modalities, arising from the natural sciences.

Robert Dondero, Corwin Hall, Room 038

Research Areas: Software engineering; software engineering education.
Develop or evaluate tools to facilitate student learning in undergraduate computer science courses at Princeton, and beyond.
In particular, can code critiquing tools help students learn about software quality?

Zeev Dvir, 194 Nassau St., Room 250

Not available for IW or thesis advising, 2023-2024.

Research Areas: computational complexity, pseudo-randomness, coding theory and discrete mathematics.
Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. A project could also be based on writing a survey paper describing results from a few theory papers revolving around some particular subject.

Benjamin Eysenbach, Room 416

Research areas: reinforcement learning, machine learning. My advisees would typically have taken COS324.
Using RL algorithms to applications in science and engineering.
Emergent behavior of RL algorithms on high-fidelity robotic simulators.
Studying how architectures and representations can facilitate generalization.

Christiane Fellbaum, 1-S-14 Green

No longer available for single-term IW and senior thesis advising, 2023-2024

Research Areas: theoretical and computational linguistics, word sense disambiguation, lexical resource construction, English and multilingual WordNet(s), ontology
Anything having to do with natural language--come and see me with/for ideas suitable to your background and interests. Some topics students have worked on in the past:
Developing parsers, part-of-speech taggers, morphological analyzers for underrepresented languages (you don't have to know the language to develop such tools!)
Quantitative approaches to theoretical linguistics questions
Extensions and interfaces for WordNet (English and WN in other languages),
Applications of WordNet(s), including:
Foreign language tutoring systems,
Spelling correction software,
Word-finding/suggestion software for ordinary users and people with memory problems,
Machine Translation
Sentiment and Opinion detection
Automatic reasoning and inferencing
Collaboration with professors in the social sciences and humanities ("Digital Humanities")

Adam Finkelstein, Room 424

Research Areas: computer graphics, audio.

Robert S. Fish, Corwin Hall, Room 037

No longer available for single-semester IW and senior thesis advising, 2023-2024

Networking and telecommunications
Learning, perception, and intelligence, artificial and otherwise;
Human-computer interaction and computer-supported cooperative work
Online education, especially in Computer Science Education
Topics in research and development innovation methodologies including standards, open-source, and entrepreneurship
Distributed autonomous organizations and related blockchain technologies

Michael Freedman, Room 308

Research Areas: Distributed systems, security, networking
Projects related to streaming data analysis, datacenter systems and networks, untrusted cloud storage and applications. Please see my group website at http://sns.cs.princeton.edu/ for current research projects.

Ruth Fong, Room 032

Research Areas: computer vision, machine learning, deep learning, interpretability, explainable AI, fairness and bias in AI
Develop a technique for understanding AI models
Design a AI model that is interpretable by design
Build a paradigm for detecting and/or correcting failure points in an AI model
Analyze an existing AI model and/or dataset to better understand its failure points
Build a computer vision system for another domain (e.g., medical imaging, satellite data, etc.)
Develop a software package for explainable AI
Adapt explainable AI research to a consumer-facing problem

Note: I am happy to advise any project if there's a sufficient overlap in interest and/or expertise; please reach out via email to chat about project ideas.

Tom Griffiths, Room 405

Research areas: computational cognitive science, computational social science, machine learning and artificial intelligence

Note: I am open to projects that apply ideas from computer science to understanding aspects of human cognition in a wide range of areas, from decision-making to cultural evolution and everything in between. For example, we have current projects analyzing chess game data and magic tricks, both of which give us clues about how human minds work. Students who have expertise or access to data related to games, magic, strategic sports like fencing, or other quantifiable domains of human behavior feel free to get in touch.

Aarti Gupta, Room 220

Research Areas: Formal methods, program analysis, logic decision procedures
Finding bugs in open source software using automatic verification tools
Software verification (program analysis, model checking, test generation)
Decision procedures for logical reasoning (SAT solvers, SMT solvers)

Elad Hazan, Room 409

Research interests: machine learning methods and algorithms, efficient methods for mathematical optimization, regret minimization in games, reinforcement learning, control theory and practice
Machine learning, efficient methods for mathematical optimization, statistical and computational learning theory, regret minimization in games.
Implementation and algorithm engineering for control, reinforcement learning and robotics
Implementation and algorithm engineering for time series prediction

Felix Heide, Room 410

Research Areas: Computational Imaging, Computer Vision, Machine Learning (focus on Optimization and Approximate Inference).
Optical Neural Networks
Hardware-in-the-loop Holography
Zero-shot and Simulation-only Learning
Object recognition in extreme conditions
3D Scene Representations for View Generation and Inverse Problems
Long-range Imaging in Scattering Media
Hardware-in-the-loop Illumination and Sensor Optimization
Inverse Lidar Design
Phase Retrieval Algorithms
Proximal Algorithms for Learning and Inference
Domain-Specific Language for Optics Design

Kyle Jamieson, Room 306

Research areas: Wireless and mobile networking; indoor radar and indoor localization; Internet of Things
See other topics on my independent work ideas page (campus IP and CS dept. login req'd)

Alan Kaplan, 221 Nassau Street, Room 105

Research Areas:

Random apps of kindness - mobile application/technology frameworks used to help individuals or communities; topic areas include, but are not limited to: first response, accessibility, environment, sustainability, social activism, civic computing, tele-health, remote learning, crowdsourcing, etc.
Tools automating programming language interoperability - Java/C++, React Native/Java, etc.
Software visualization tools for education
Connected consumer devices, applications and protocols

Brian Kernighan, Room 311

Research Areas: application-specific languages, document preparation, user interfaces, software tools, programming methodology
Application-oriented languages, scripting languages.
Tools; user interfaces
Digital humanities

Zachary Kincaid, Room 219

Research areas: programming languages, program analysis, program verification, automated reasoning
Independent Research Topics:
Develop a practical algorithm for an intractable problem (e.g., by developing practical search heuristics, or by reducing to, or by identifying a tractable sub-problem, ...).
Design a domain-specific programming language, or prototype a new feature for an existing language.
Any interesting project related to programming languages or logic.

Gillat Kol, Room 316

Aleksandra korolova, 309 sherrerd hall.

Available for single-term IW and senior thesis advising, 2023-2024

Research areas: Societal impacts of algorithms and AI; privacy; fair and privacy-preserving machine learning; algorithm auditing.

Advisees typically have taken one or more of COS 226, COS 324, COS 423, COS 424 or COS 445.

Amit Levy, Room 307

Research Areas: Operating Systems, Distributed Systems, Embedded Systems, Internet of Things
Distributed hardware testing infrastructure
Second factor security tokens
Low-power wireless network protocol implementation
USB device driver implementation

Kai Li, Room 321

Research Areas: Distributed systems; storage systems; content-based search and data analysis of large datasets.
Fast communication mechanisms for heterogeneous clusters.
Approximate nearest-neighbor search for high dimensional data.
Data analysis and prediction of in-patient medical data.
Optimized implementation of classification algorithms on manycore processors.

Xiaoyan Li, 221 Nassau Street, Room 104

Research areas: Information retrieval, novelty detection, question answering, AI, machine learning and data analysis.
Explore new statistical retrieval models for document retrieval and question answering.
Apply AI in various fields.
Apply supervised or unsupervised learning in health, education, finance, and social networks, etc.
Any interesting project related to AI, machine learning, and data analysis.

Wyatt Lloyd, Room 323

Research areas: Distributed Systems
Caching algorithms and implementations
Storage systems
Distributed transaction algorithms and implementations

Margaret Martonosi, Room 208

Quantum Computing research, particularly related to architecture and compiler issues for QC.
Computer architectures specialized for modern workloads (e.g., graph analytics, machine learning algorithms, mobile applications
Investigating security and privacy vulnerabilities in computer systems, particularly IoT devices.
Other topics in computer architecture or mobile / IoT systems also possible.

Jonathan Mayer, Sherrerd Hall, Room 307

Research areas: Technology law and policy, with emphasis on national security, criminal procedure, consumer privacy, network management, and online speech.
Assessing the effects of government policies, both in the public and private sectors.
Collecting new data that relates to government decision making, including surveying current business practices and studying user behavior.
Developing new tools to improve government processes and offer policy alternatives.

Andrés Monroy-Hernández, Room 405

Research Areas: Human-Computer Interaction, Social Computing, Public-Interest Technology, Augmented Reality, Urban Computing
Research interests:developing public-interest socio-technical systems. We are currently creating alternatives to gig work platforms that are more equitable for all stakeholders. For instance, we are investigating the socio-technical affordances necessary to support a co-op food delivery network owned and managed by workers and restaurants. We are exploring novel system designs that support self-governance, decentralized/federated models, community-centered data ownership, and portable reputation systems. We have opportunities for students interested in human-centered computing, UI/UX design, full-stack software development, and qualitative/quantitative user research.
Beyond our core projects, we are open to working on research projects that explore the use of emerging technologies, such as AR, wearables, NFTs, and DAOs, for creative and out-of-the-box applications.

Christopher Moretti, Corwin Hall, Room 036

Research areas: Distributed systems, high-throughput computing, computer science/engineering education
Expansion, improvement, and evaluation of open-source distributed computing software.
Applications of distributed computing for "big science" (e.g. biometrics, data mining, bioinformatics)
Software and best practices for computer science education and study, especially Princeton's 126/217/226 sequence or MOOCs development
Sports analytics and/or crowd-sourced computing

Radhika Nagpal, F316 Engineering Quadrangle

Research areas: control, robotics and dynamical systems

Karthik Narasimhan, Room 422

Research areas: Natural Language Processing, Reinforcement Learning
Autonomous agents for text-based games ( https://www.microsoft.com/en-us/research/project/textworld/ )
Transfer learning/generalization in NLP
Techniques for generating natural language
Model-based reinforcement learning

Arvind Narayanan, 308 Sherrerd Hall

Research Areas: fair machine learning (and AI ethics more broadly), the social impact of algorithmic systems, tech policy

Pedro Paredes, Corwin Hall, Room 041

My primary research work is in Theoretical Computer Science.

* Research Interest: Spectral Graph theory, Pseudorandomness, Complexity theory, Coding Theory, Quantum Information Theory, Combinatorics.

The IW projects I am interested in advising can be divided into three categories:

1. Theoretical research

I am open to advise work on research projects in any topic in one of my research areas of interest. A project could also be based on writing a survey given results from a few papers. Students should have a solid background in math (e.g., elementary combinatorics, graph theory, discrete probability, basic algebra/calculus) and theoretical computer science (226 and 240 material, like big-O/Omega/Theta, basic complexity theory, basic fundamental algorithms). Mathematical maturity is a must.

A (non exhaustive) list of topics of projects I'm interested in: * Explicit constructions of better vertex expanders and/or unique neighbor expanders. * Construction deterministic or random high dimensional expanders. * Pseudorandom generators for different problems. * Topics around the quantum PCP conjecture. * Topics around quantum error correcting codes and locally testable codes, including constructions, encoding and decoding algorithms.

2. Theory informed practical implementations of algorithms Very often the great advances in theoretical research are either not tested in practice or not even feasible to be implemented in practice. Thus, I am interested in any project that consists in trying to make theoretical ideas applicable in practice. This includes coming up with new algorithms that trade some theoretical guarantees for feasible implementation yet trying to retain the soul of the original idea; implementing new algorithms in a suitable programming language; and empirically testing practical implementations and comparing them with benchmarks / theoretical expectations. A project in this area doesn't have to be in my main areas of research, any theoretical result could be suitable for such a project.

Some examples of areas of interest: * Streaming algorithms. * Numeric linear algebra. * Property testing. * Parallel / Distributed algorithms. * Online algorithms. 3. Machine learning with a theoretical foundation

I am interested in projects in machine learning that have some mathematical/theoretical, even if most of the project is applied. This includes topics like mathematical optimization, statistical learning, fairness and privacy.

One particular area I have been recently interested in is in the area of rating systems (e.g., Chess elo) and applications of this to experts problems.

Final Note: I am also willing to advise any project with any mathematical/theoretical component, even if it's not the main one; please reach out via email to chat about project ideas.

Iasonas Petras, Corwin Hall, Room 033

Research Areas: Information Based Complexity, Numerical Analysis, Quantum Computation.
Prerequisites: Reasonable mathematical maturity. In case of a project related to Quantum Computation a certain familiarity with quantum mechanics is required (related courses: ELE 396/PHY 208).
Possible research topics include:

1. Quantum algorithms and circuits:

i. Design or simulation quantum circuits implementing quantum algorithms.
ii. Design of quantum algorithms solving/approximating continuous problems (such as Eigenvalue problems for Partial Differential Equations).

2. Information Based Complexity:

i. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems in various settings (for example worst case or average case).
ii. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems under new tractability and error criteria.
iii. Necessary and sufficient conditions for tractability of Weighted problems.
iv. Necessary and sufficient conditions for tractability of Weighted Problems under new tractability and error criteria.

3. Topics in Scientific Computation:

i. Randomness, Pseudorandomness, MC and QMC methods and their applications (Finance, etc)

Yuri Pritykin, 245 Carl Icahn Lab

Research interests: Computational biology; Cancer immunology; Regulation of gene expression; Functional genomics; Single-cell technologies.
Potential research projects: Development, implementation, assessment and/or application of algorithms for analysis, integration, interpretation and visualization of multi-dimensional data in molecular biology, particularly single-cell and spatial genomics data.

Benjamin Raphael, Room 309

Research interests: Computational biology and bioinformatics; Cancer genomics; Algorithms and machine learning approaches for analysis of large-scale datasets
Implementation and application of algorithms to infer evolutionary processes in cancer
Identifying correlations between combinations of genomic mutations in human and cancer genomes
Design and implementation of algorithms for genome sequencing from new DNA sequencing technologies
Graph clustering and network anomaly detection, particularly using diffusion processes and methods from spectral graph theory

Vikram Ramaswamy, 035 Corwin Hall

Research areas: Interpretability of AI systems, Fairness in AI systems, Computer vision.
Constructing a new method to explain a model / create an interpretable by design model
Analyzing a current model / dataset to understand bias within the model/dataset
Proposing new fairness evaluations
Proposing new methods to train to improve fairness
Developing synthetic datasets for fairness / interpretability benchmarks
Understanding robustness of models

Ran Raz, Room 240

Research Area: Computational Complexity
Independent Research Topics: Computational Complexity, Information Theory, Quantum Computation, Theoretical Computer Science

Szymon Rusinkiewicz, Room 406

Research Areas: computer graphics; computer vision; 3D scanning; 3D printing; robotics; documentation and visualization of cultural heritage artifacts
Research ways of incorporating rotation invariance into computer visiontasks such as feature matching and classification
Investigate approaches to robust 3D scan matching
Model and compensate for imperfections in 3D printing
Given a collection of small mobile robots, apply control policies learned in simulation to the real robots.

Olga Russakovsky, Room 408

Research Areas: computer vision, machine learning, deep learning, crowdsourcing, fairness&bias in AI
Design a semantic segmentation deep learning model that can operate in a zero-shot setting (i.e., recognize and segment objects not seen during training)
Develop a deep learning classifier that is impervious to protected attributes (such as gender or race) that may be erroneously correlated with target classes
Build a computer vision system for the novel task of inferring what object (or part of an object) a human is referring to when pointing to a single pixel in the image. This includes both collecting an appropriate dataset using crowdsourcing on Amazon Mechanical Turk, creating a new deep learning formulation for this task, and running extensive analysis of both the data and the model

Sebastian Seung, Princeton Neuroscience Institute, Room 153

Research Areas: computational neuroscience, connectomics, "deep learning" neural networks, social computing, crowdsourcing, citizen science
Gamification of neuroscience (EyeWire 2.0)
Semantic segmentation and object detection in brain images from microscopy
Computational analysis of brain structure and function
Neural network theories of brain function

Jaswinder Pal Singh, Room 324

Research Areas: Boundary of technology and business/applications; building and scaling technology companies with special focus at that boundary; parallel computing systems and applications: parallel and distributed applications and their implications for software and architectural design; system software and programming environments for multiprocessors.
Develop a startup company idea, and build a plan/prototype for it.
Explore tradeoffs at the boundary of technology/product and business/applications in a chosen area.
Study and develop methods to infer insights from data in different application areas, from science to search to finance to others.
Design and implement a parallel application. Possible areas include graphics, compression, biology, among many others. Analyze performance bottlenecks using existing tools, and compare programming models/languages.
Design and implement a scalable distributed algorithm.

Mona Singh, Room 420

Research Areas: computational molecular biology, as well as its interface with machine learning and algorithms.
Whole and cross-genome methods for predicting protein function and protein-protein interactions.
Analysis and prediction of biological networks.
Computational methods for inferring specific aspects of protein structure from protein sequence data.
Any other interesting project in computational molecular biology.

Robert Tarjan, 194 Nassau St., Room 308

Available for single-semester IW and senior thesis advising, 2022-2023

Research Areas: Data structures; graph algorithms; combinatorial optimization; computational complexity; computational geometry; parallel algorithms.
Implement one or more data structures or combinatorial algorithms to provide insight into their empirical behavior.
Design and/or analyze various data structures and combinatorial algorithms.

Olga Troyanskaya, Room 320

Research Areas: Bioinformatics; analysis of large-scale biological data sets (genomics, gene expression, proteomics, biological networks); algorithms for integration of data from multiple data sources; visualization of biological data; machine learning methods in bioinformatics.
Implement and evaluate one or more gene expression analysis algorithm.
Develop algorithms for assessment of performance of genomic analysis methods.
Develop, implement, and evaluate visualization tools for heterogeneous biological data.

David Walker, Room 211

Research Areas: Programming languages, type systems, compilers, domain-specific languages, software-defined networking and security
Independent Research Topics: Any other interesting project that involves humanitarian hacking, functional programming, domain-specific programming languages, type systems, compilers, software-defined networking, fault tolerance, language-based security, theorem proving, logic or logical frameworks.

Shengyi Wang, Postdoctoral Research Associate, Room 216

Independent Research topics: Explore Escher-style tilings using (introductory) group theory and automata theory to produce beautiful pictures.

Kevin Wayne, Corwin Hall, Room 040

Research Areas: design, analysis, and implementation of algorithms; data structures; combinatorial optimization; graphs and networks.
Design and implement computer visualizations of algorithms or data structures.
Develop pedagogical tools or programming assignments for the computer science curriculum at Princeton and beyond.
Develop assessment infrastructure and assessments for MOOCs.

Matt Weinberg, 194 Nassau St., Room 222

Research Areas: algorithms, algorithmic game theory, mechanism design, game theoretical problems in {Bitcoin, networking, healthcare}.
Theoretical questions related to COS 445 topics such as matching theory, voting theory, auction design, etc.
Theoretical questions related to incentives in applications like Bitcoin, the Internet, health care, etc. In a little bit more detail: protocols for these systems are often designed assuming that users will follow them. But often, users will actually be strictly happier to deviate from the intended protocol. How should we reason about user behavior in these protocols? How should we design protocols in these settings?

Huacheng Yu, Room 310

data structures
streaming algorithms
design and analyze data structures / streaming algorithms
prove impossibility results (lower bounds)
implement and evaluate data structures / streaming algorithms

Ellen Zhong, Room 314

No longer available for single-term IW and senior thesis advising, 2023-2024

Opportunities outside the department

We encourage students to look in to doing interdisciplinary computer science research and to work with professors in departments other than computer science. However, every CS independent work project must have a strong computer science element (even if it has other scientific or artistic elements as well.) To do a project with an adviser outside of computer science you must have permission of the department. This can be accomplished by having a second co-adviser within the computer science department or by contacting the independent work supervisor about the project and having he or she sign the independent work proposal form.

Here is a list of professors outside the computer science department who are eager to work with computer science undergraduates.

Maria Apostolaki, Engineering Quadrangle, C330

Research areas: Computing & Networking, Data & Information Science, Security & Privacy

Branko Glisic, Engineering Quadrangle, Room E330

Documentation of historic structures
Cyber physical systems for structural health monitoring
Developing virtual and augmented reality applications for documenting structures
Applying machine learning techniques to generate 3D models from 2D plans of buildings
Contact : Rebecca Napolitano, rkn2 (@princeton.edu)

Mihir Kshirsagar, Sherrerd Hall, Room 315

Center for Information Technology Policy.

Consumer protection
Content regulation
Competition law
Economic development
Surveillance and discrimination

Sharad Malik, Engineering Quadrangle, Room B224

Select a Senior Thesis Adviser for the 2020-21 Academic Year.

Design of reliable hardware systems
Verifying complex software and hardware systems

Prateek Mittal, Engineering Quadrangle, Room B236

Internet security and privacy
Social Networks
Privacy technologies, anonymous communication
Network Science
Internet security and privacy: The insecurity of Internet protocols and services threatens the safety of our critical network infrastructure and billions of end users. How can we defend end users as well as our critical network infrastructure from attacks?
Trustworthy social systems: Online social networks (OSNs) such as Facebook, Google+, and Twitter have revolutionized the way our society communicates. How can we leverage social connections between users to design the next generation of communication systems?
Privacy Technologies: Privacy on the Internet is eroding rapidly, with businesses and governments mining sensitive user information. How can we protect the privacy of our online communications? The Tor project (https://www.torproject.org/) is a potential application of interest.

Ken Norman, Psychology Dept, PNI 137

Research Areas: Memory, the brain and computation
Lab: Princeton Computational Memory Lab

Potential research topics

Methods for decoding cognitive state information from neuroimaging data (fMRI and EEG)
Neural network simulations of learning and memory

Caroline Savage

Office of Sustainability, Phone:(609)258-7513, Email: cs35 (@princeton.edu)

The Campus as Lab program supports students using the Princeton campus as a living laboratory to solve sustainability challenges. The Office of Sustainability has created a list of campus as lab research questions, filterable by discipline and topic, on its website .

An example from Computer Science could include using TigerEnergy , a platform which provides real-time data on campus energy generation and consumption, to study one of the many energy systems or buildings on campus. Three CS students used TigerEnergy to create a live energy heatmap of campus .

Other potential projects include:

Apply game theory to sustainability challenges
Develop a tool to help visualize interactions between complex campus systems, e.g. energy and water use, transportation and storm water runoff, purchasing and waste, etc.
How can we learn (in aggregate) about individuals’ waste, energy, transportation, and other behaviors without impinging on privacy?

Janet Vertesi, Sociology Dept, Wallace Hall, Room 122

Research areas: Sociology of technology; Human-computer interaction; Ubiquitous computing.
Possible projects: At the intersection of computer science and social science, my students have built mixed reality games, produced artistic and interactive installations, and studied mixed human-robot teams, among other projects.

David Wentzlaff, Engineering Quadrangle, Room 228

Computing, Operating Systems, Sustainable Computing.

Instrument Princeton's Green (HPCRC) data center
Investigate power utilization on an processor core implemented in an FPGA
Dismantle and document all of the components in modern electronics. Invent new ways to build computers that can be recycled easier.
Other topics in parallel computer architecture or operating systems

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100 Great Computer Science Research Topics Ideas for 2023

Being a computer student in 2023 is not easy. Besides studying a constantly evolving subject, you have to come up with great computer science research topics at some point in your academic life. If you’re reading this article, you’re among many other students that have also come to this realization.

Interesting Computer Science Topics

Awesome research topics in computer science, hot topics in computer science, topics to publish a journal on computer science.

Controversial Topics in Computer Science

Fun AP Computer Science Topics

Exciting computer science ph.d. topics, remarkable computer science research topics for undergraduates, incredible final year computer science project topics, advanced computer science topics, unique seminars topics for computer science, exceptional computer science masters thesis topics, outstanding computer science presentation topics.

Key Computer Science Essay Topics

Main Project Topics for Computer Science

We Can Help You with Computer Science Topics

Whether you’re earnestly searching for a topic or stumbled onto this article by accident, there is no doubt that every student needs excellent computer science-related topics for their paper. A good topic will not only give your essay or research a good direction but will also make it easy to come up with supporting points. Your topic should show all your strengths as well.

Fortunately, this article is for every student that finds it hard to generate a suitable computer science topic. The following 100+ topics will help give you some inspiration when creating your topics. Let’s get into it.

One of the best ways of making your research paper interesting is by coming up with relevant topics in computer science . Here are some topics that will make your paper immersive:

Evolution of virtual reality
What is green cloud computing
Ways of creating a Hopefield neural network in C++
Developments in graphic systems in computers
The five principal fields in robotics
Developments and applications of nanotechnology
Differences between computer science and applied computing

Your next research topic in computer science shouldn’t be tough to find once you’ve read this section. If you’re looking for simple final year project topics in computer science, you can find some below.

Applications of the blockchain technology in the banking industry
Computational thinking and how it influences science
Ways of terminating phishing
Uses of artificial intelligence in cyber security
Define the concepts of a smart city
Applications of the Internet of Things
Discuss the applications of the face detection application

Whenever a topic is described as “hot,” it means that it is a trendy topic in computer science. If computer science project topics for your final years are what you’re looking for, have a look at some below:

Applications of the Metaverse in the world today
Discuss the challenges of machine learning
Advantages of artificial intelligence
Applications of nanotechnology in the paints industry
What is quantum computing?
Discuss the languages of parallel computing
What are the applications of computer-assisted studies?

Perhaps you’d like to write a paper that will get published in a journal. If you’re searching for the best project topics for computer science students that will stand out in a journal, check below:

Developments in human-computer interaction
Applications of computer science in medicine
Developments in artificial intelligence in image processing
Discuss cryptography and its applications
Discuss methods of ransomware prevention
Applications of Big Data in the banking industry
Challenges of cloud storage services in 2023

Controversial Topics in Computer Science

Some of the best computer science final year project topics are those that elicit debates or require you to take a stand. You can find such topics listed below for your inspiration:

Can robots be too intelligent?
Should the dark web be shut down?
Should your data be sold to corporations?
Will robots completely replace the human workforce one day?
How safe is the Metaverse for children?
Will artificial intelligence replace actors in Hollywood?
Are social media platforms safe anymore?

Are you a computer science student looking for AP topics? You’re in luck because the following final year project topics for computer science are suitable for you.

Standard browser core with CSS support
Applications of the Gaussian method in C++ development in integrating functions
Vital conditions of reducing risk through the Newton method
How to reinforce machine learning algorithms.
How do artificial neural networks function?
Discuss the advancements in computer languages in machine learning
Use of artificial intelligence in automated cars

When studying to get your doctorate in computer science, you need clear and relevant topics that generate the reader’s interest. Here are some Ph.D. topics in computer science you might consider:

Developments in information technology
Is machine learning detrimental to the human workforce?
How to write an algorithm for deep learning
What is the future of 5G in wireless networks
Statistical data in Maths modules in Python
Data retention automation from a website using API
Application of modern programming languages

Looking for computer science topics for research is not easy for an undergraduate. Fortunately, these computer science project topics should make your research paper easy:

Ways of using artificial intelligence in real estate
Discuss reinforcement learning and its applications
Uses of Big Data in science and medicine
How to sort algorithms using Haskell
How to create 3D configurations for a website
Using inverse interpolation to solve non-linear equations
Explain the similarities between the Internet of Things and artificial intelligence

Your dissertation paper is one of the most crucial papers you’ll ever do in your final year. That’s why selecting the best ethics in computer science topics is a crucial part of your paper. Here are some project topics for the computer science final year.

How to incorporate numerical methods in programming
Applications of blockchain technology in cloud storage
How to come up with an automated attendance system
Using dynamic libraries for site development
How to create cubic splines
Applications of artificial intelligence in the stock market
Uses of quantum computing in financial modeling

Your instructor may want you to challenge yourself with an advanced science project. Thus, you may require computer science topics to learn and research. Here are some that may inspire you:

Discuss the best cryptographic protocols
Advancement of artificial intelligence used in smartphones
Briefly discuss the types of security software available
Application of liquid robots in 2023
How to use quantum computers to solve decoherence problem
macOS vs. Windows; discuss their similarities and differences
Explain the steps taken in a cyber security audit

When searching for computer science topics for a seminar, make sure they are based on current research or events. Below are some of the latest research topics in computer science:

How to reduce cyber-attacks in 2023
Steps followed in creating a network
Discuss the uses of data science
Discuss ways in which social robots improve human interactions
Differentiate between supervised and unsupervised machine learning
Applications of robotics in space exploration
The contrast between cyber-physical and sensor network systems

Are you looking for computer science thesis topics for your upcoming projects? The topics below are meant to help you write your best paper yet:

Applications of computer science in sports
Uses of computer technology in the electoral process
Using Fibonacci to solve the functions maximum and their implementations
Discuss the advantages of using open-source software
Expound on the advancement of computer graphics
Briefly discuss the uses of mesh generation in computational domains
How much data is generated from the internet of things?

A computer science presentation requires a topic relevant to current events. Whether your paper is an assignment or a dissertation, you can find your final year computer science project topics below:

Uses of adaptive learning in the financial industry
Applications of transitive closure on graph
Using RAD technology in developing software
Discuss how to create maximum flow in the network
How to design and implement functional mapping
Using artificial intelligence in courier tracking and deliveries
How to make an e-authentication system

Key Computer Science Essay Topics

You may be pressed for time and require computer science master thesis topics that are easy. Below are some topics that fit this description:

What are the uses of cloud computing in 2023
Discuss the server-side web technologies
Compare and contrast android and iOS
How to come up with a face detection algorithm
What is the future of NFTs
How to create an artificial intelligence shopping system
How to make a software piracy prevention algorithm

One major mistake students make when writing their papers is selecting topics unrelated to the study at hand. This, however, will not be an issue if you get topics related to computer science, such as the ones below:

Using blockchain to create a supply chain management system
How to protect a web app from malicious attacks
Uses of distributed information processing systems
Advancement of crowd communication software since COVID-19
Uses of artificial intelligence in online casinos
Discuss the pillars of math computations
Discuss the ethical concerns arising from data mining

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141 Computer Science Dissertation Ideas – Take An Original Approach!

Computer science is not a field anyone would approach with utter carelessness. It is one of the fields that makes college and university students go insane. Some end up dropping halfway because of the pressure that comes with such assignments. However, there is a professional way out that offers you the best solutions you can ever think of in your academic endeavors.

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How To Develop Computing Dissertation Ideas

A research paper in computer science deals with concepts related to information technology by professionals, scholars, and scientists. When writing your computer science research paper, consider the following:

Choose a top-notch topic: Your topic plays a vital role in your paper. Therefore, you have to choose a relevant topic, specific, and one that offers a solution. It should also give the reader a general picture of what to expect in the content paragraphs. Have evaluative thinking: When deciding what to write, think like your instructor will evaluate your paper. What key points will he/she look out for in your article? What will motivate him/her to be impressed with your report? Having such in mind will help you create a top-notch paper. Consult different sources: To achieve the best results, you should have a lot of information at hand. The best way to accomplish this would be through consulting both online and offline sources to give you an idea of what to write. Since computer science is an evolving field, ensure that the seeds you consult are up to date. Avoid jargon: Computer science may have various jargon that is not compatible with every reader. As such, you should strive to break down the complex computer science terms into relatable and reader-oriented words.

Using these tricks, you can be sure of a tip-top computer science paper. There are various ways of developing computer science topics such as:

Journals and articles on computer science
Online sources on computer science
Your class lecture notes

The secret of having professional computer science topics is to be as simple as possible. Many students tend to look for complex issues which frustrate them in the end.

Look at these computer science ideas for your inspiration.

The Best Computer Science Dissertation Ideas

Cloud computing challenges and solutions in line with security
Are software programs able to reduce global energy consumption?
Ways in which the integrated robotics STEM course has affected high school students
A review on the implementation of dart matches
Ways to detect and manage conflicts in software designing
How the behavioral pattern of users can help curb cheating in online games
Ways in which modern computer applications can be supported by operating
The study of DNA computing-based authentication skills and their importance
A review on the concept of intelligent marketing
Exploring different models and concepts related to cloud computing
Ways that camera lens detect facial expressions and emotions
Transformation of data into dynamic decision making
The present and future study on the real-time embedded system
A review on cryptography about modern techniques
Ways of designing an information system for a multinational company
A comparative survey of the educational robotics
Exploring the benefits of piracy of electronic records
A study on the characteristics of a network
The automated repair process of the GUI Test suites and their study
How bioinformatics has affected the medicine and agricultural sector

Top-Notch Computing Dissertation Ideas

Advantages of mobile messaging system for higher education
The impact of social network in present day
How can IT improve the value of inter-organizational knowledge?
Advantages and disadvantages of Biometrical technologies
How artificial intelligence has impacted advertising and marketing
Distributed systems and their testing on a system level
A review of a cloud-based IS for the grain storage company
Ways on how to design a secure component-based networking monitoring tool from struts and hibernates
A study on network security through a programmatic approach

Computer Science Dissertation Projects For High Grades

Ways of preventing unsuccessful implementation of software development
Challenges related to development of information systems and database design
How Bio-informatics improve healthcare services
A study on strategic and methodological approaches for the development of ICT systems
Ways of designing and implementing a distributed file-sharing system used for supporting content mobility
How to conduct a test for the performance analysis of over Windows Operating Ethernet LANs
Ways of improving the security of smartcard network transmission
The Impact signal strength has on WI-FI link throughput using propagated measurements
A review on the performance study of VOIP over wireless and Ethernet LAN
A survey of the issues of coordinated transmission techniques in the future generation 5G wireless networks
A review on scalable router placement in software-defined networks
Ways to monitor a young person’s activities all over social media and develop patterns
How artificial intelligence improves human-computer interaction on personal computers
How a camera helps in tracking over-speeding
Ways of improving human-computer interaction by using artificial intelligence system on mobile devices
How to manage and track traffic fines using extensive data analysis

Computer Science Dissertation Topics To Impress Your Professor

A study on building information system for e-learning in educational institutes
Exploring various models of e-marking services through a computer, networks, and the internet
The impact of internet-based services on e-marketing
The study of e-marketing challenges and solutions
Research on how to implement a new integrated information system in the library
How the full-text databases have impacted the search engine services
How shopping cart users have been affected by full-text databases
Ways in which the internet and cyberinfrastructure has involved jobs and income
How marketing users have been affected by the internet and cyberinfrastructure
A review of collaborative social network tools for the gathering and classification of information from the society
What are the government policies towards the adoption and diffusion of ICT?
The effect of e-publishing on the future of libraries
How has the web affected library users?
A study on changing of web space requirements
How to change management in a web environment

Expert Computer Science Research Topics

A review on designing an effective intrusion detection system for 4G networks
Challenges and opportunities brought by migrating to web-based information services.
Challenges and future directions on e-recruitment standards
How to develop an exercise-workout tracking app on Android/IOS
Study on how to build web systems for the intelligent cinema tickets booking system
Java programs for applied financial systems
Ways to detect network traffic anomaly with SDN
Transferring data through P2P and WI-FI networks: how to do it securely?
Database technologies in managing networking data
Study of fault recovery and redundancy in real-time WNS
4G WNS: full review of redundancy and fault recovery
Characteristics protocol and anonymous routing: main principles

Calculated Computer Science Topics

How the development of IP networks relate to the environment
How dynamic proxies helps in supporting RMI in a mobile environment
The role of the computer in the making of face masks
How computer has aided in the making of modern ventilators
Ways in which the computer has helped spread the news of new covid 19 cases around the world.
How computer study has helped in creating new software in the modern world
Careers in web development through the study of computer science
How to gain basic programming skills and software development when study computer science.
Computer science becomes challenging when the student doesn’t get enough materials.
Advanced skills in programming, software development, and basic computing skills
How learning has become simple with the introduction of online classes
Ways of studying and graduating with first-class honors in computer science.
Online study of computer science has helped many student graduates while working during their free time.
How the application of computer science study has helped in the growth of online business
How churches are conducting online services around the world under lockdown
Ways in which computer scientist help in the growth of online businesses

Forensic Computing Dissertation Ideas

The computer has helped in the passing of information from one company to another.
Computer scientists are bridging the gap between businesses and online customers.
Online voting has become easy and straightforward through the development of new computer software.
How online libraries have helped poor students access books
Helping poor communities access medical services through computer software
How Africa is changing through the study of computer science
A day in the hands of a computer scientist
Why a computing job is so demanding and time-consuming
How computers have replaced the use of letters and communication in general.
Solving problems affecting online businesses through the study of computer science
How mathematics lovers find it easy to study computer science
The role of computers in the operation of medical equipment and machines
Computer developer’s role in the control of the movement of goods around the world.
How computer scientist is solving modern challenges with new software
Dealing with online learning problems brought by the fast-moving world

Professional Computing Dissertation Project Ideas

How communities are helping in the growth of computer scientists
Spreading of crucial information about computer science around the world
Common mistakes students make when learning about computing
Why good knowledge in mathematics helps when studying computers
Must have tools when preparing to study computer science
How computer engineers are coming up with fast working computers
How computers are helping in the increase of cyber crimes
The role of computer engineers in curbing cybercrimes.
Key roles computer scientists play in the growth of Economy
Factors affecting the growth of online businesses around the world
How computer science has replaced face to face meeting with online meetings
Computer study has promoted the increase of web pages around the world
Whys of managing a company without stepping into your office using a computer
Managing and running businesses using your laptop at home
How computer engineers are coming up with ways of dealing with slow computers
The study of computer science and its application requires patients and commitment
Ways in which computer engineers have promoted the security of documents in computers
How the invention of new computers has increased the unemployment rate around the world.
Computer study has negatively affected the spread of accurate information from one person to another.
How computer study has helped in the growth of new modern cities around the world
Ways in which computers have affected the management of sports
Knowledge of the computer has increased due to the invention of fast and straightforward to use computers
The role of computer science in water filtration

A+ Computer Science Topics

Ways in which engineers are coming up with ways of linking phones with computers
How companies are losing money through computers hacking
Ways in which computers are slowing businesses around the world
Use of computer software in doing business
How cloud computing is transforming the world
Imparts of production of fast working computers in the world
The roles of computers in the day to day running of online businesses
Ways of using computers to promote trade between countries
Role of computer in helping curb insecurities in major cities
How computers are assisting companies in operating in countries with different time zones
The parts of a computer in the building and construction of modern houses
Ways in which computer study is promoting the growth of industries
Why there are few computer science lecturers
How computer science is helping in forensics
Computer science and book publishing.

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Computer Science Dissertation Topics (27 Examples) For Research

Mark Jun 12, 2020 Jun 12, 2020 Computer Science No Comments

Computer science is a broad subject, which is creating new research opportunities for students. In this field of study, there are a number of themes and aspects to the study and practically each of them can be used to develop a strong dissertation topic. We have gathered many interesting topics to develop a list of […]

We have gathered many interesting topics to develop a list of computer science dissertation topics. Choosing the right topic from the list of research topics on computer science can help in carrying out research. The project topics on computer science are presented here.

List of Computer science dissertation topics

Can software programs reduce global energy consumption?

How can modern computer applications be supported by operating?

Exploring the best password management applications.

A literature review of the characteristics of a network.

How can data be transformed into dynamic decision making?

Studying the implementation of dart matches analysis.

Differentiating between different modifications in speech manipulator tool.

Exploring the conflicts in software designing and finding ways to detect and manage them proactively.

How to detect cheating in online games based on the behavioural patterns of users?

To study the importance of privacy of electronic records.

A literature review on software development processes and the elimination of risks.

How to design an information system for a multinational company?

Studying the concept of intelligent marketing.

To explore the GUI Test Suites and its automated repair process.

How can the lens of the camera recognise facial expressions and emotions?

To analyse data mining and gene expression analysis in the context of bioinformatics.

Studying the impact of an integrated robotics STEM course for high school students.

To investigate the concept of fuzzy logic controller design for intelligent robots.

A literature review on the real-time embedded systems: present and future.

Security issues, challenges, and solutions related to cloud computing.

Analysing the educational robotics through a comparative study.

Exploring the impact of bioinformatics on medicine and agriculture.

To study cloud computing: a review of different models and concepts.

Investigating the deep neural networks in the context of computational neuroscience.

What is cryptography? A comparative analysis of modern techniques.

Studying the potential of automatic word comparison for historical linguistics.

A literature review on DNA computing-based authentication techniques and its importance.

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Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

Refining the Machine Learning Pipeline for US-based Public Transit Systems , Jennifer Adorno

Insect Classification and Explainability from Image Data via Deep Learning Techniques , Tanvir Hossain Bhuiyan

Brain-Inspired Spatio-Temporal Learning with Application to Robotics , Thiago André Ferreira Medeiros

Evaluating Methods for Improving DNN Robustness Against Adversarial Attacks , Laureano Griffin

Analyzing Multi-Robot Leader-Follower Formations in Obstacle-Laden Environments , Zachary J. Hinnen

Secure Lightweight Cryptographic Hardware Constructions for Deeply Embedded Systems , Jasmin Kaur

A Psychometric Analysis of Natural Language Inference Using Transformer Language Models , Antonio Laverghetta Jr.

Graph Analysis on Social Networks , Shen Lu

Deep Learning-based Automatic Stereology for High- and Low-magnification Images , Hunter Morera

Deciphering Trends and Tactics: Data-driven Techniques for Forecasting Information Spread and Detecting Coordinated Campaigns in Social Media , Kin Wai Ng Lugo

Automated Approaches to Enable Innovative Civic Applications from Citizen Generated Imagery , Hye Seon Yi

Theses/Dissertations from 2022 2022

Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets , Kaoutar Ben Ahmed

Task Progress Assessment and Monitoring Using Self-Supervised Learning , Sainath Reddy Bobbala

Towards More Task-Generalized and Explainable AI Through Psychometrics , Alec Braynen

A Multiple Input Multiple Output Framework for the Automatic Optical Fractionator-based Cell Counting in Z-Stacks Using Deep Learning , Palak Dave

On the Reliability of Wearable Sensors for Assessing Movement Disorder-Related Gait Quality and Imbalance: A Case Study of Multiple Sclerosis , Steven Díaz Hernández

Securing Critical Cyber Infrastructures and Functionalities via Machine Learning Empowered Strategies , Tao Hou

Social Media Time Series Forecasting and User-Level Activity Prediction with Gradient Boosting, Deep Learning, and Data Augmentation , Fred Mubang

A Study of Deep Learning Silhouette Extractors for Gait Recognition , Sneha Oladhri

Analyzing Decision-making in Robot Soccer for Attacking Behaviors , Justin Rodney

Generative Spatio-Temporal and Multimodal Analysis of Neonatal Pain , Md Sirajus Salekin

Secure Hardware Constructions for Fault Detection of Lattice-based Post-quantum Cryptosystems , Ausmita Sarker

Adaptive Multi-scale Place Cell Representations and Replay for Spatial Navigation and Learning in Autonomous Robots , Pablo Scleidorovich

Predicting the Number of Objects in a Robotic Grasp , Utkarsh Tamrakar

Humanoid Robot Motion Control for Ramps and Stairs , Tommy Truong

Preventing Variadic Function Attacks Through Argument Width Counting , Brennan Ward

Theses/Dissertations from 2021 2021

Knowledge Extraction and Inference Based on Visual Understanding of Cooking Contents , Ahmad Babaeian Babaeian Jelodar

Efficient Post-Quantum and Compact Cryptographic Constructions for the Internet of Things , Rouzbeh Behnia

Efficient Hardware Constructions for Error Detection of Post-Quantum Cryptographic Schemes , Alvaro Cintas Canto

Using Hyper-Dimensional Spanning Trees to Improve Structure Preservation During Dimensionality Reduction , Curtis Thomas Davis

Design, Deployment, and Validation of Computer Vision Techniques for Societal Scale Applications , Arup Kanti Dey

AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing , Hamza Elhamdadi

Automatic Detection of Vehicles in Satellite Images for Economic Monitoring , Cole Hill

Analysis of Contextual Emotions Using Multimodal Data , Saurabh Hinduja

Data-driven Studies on Social Networks: Privacy and Simulation , Yasanka Sameera Horawalavithana

Automated Identification of Stages in Gonotrophic Cycle of Mosquitoes Using Computer Vision Techniques , Sherzod Kariev

Exploring the Use of Neural Transformers for Psycholinguistics , Antonio Laverghetta Jr.

Secure VLSI Hardware Design Against Intellectual Property (IP) Theft and Cryptographic Vulnerabilities , Matthew Dean Lewandowski

Turkic Interlingua: A Case Study of Machine Translation in Low-resource Languages , Jamshidbek Mirzakhalov

Automated Wound Segmentation and Dimension Measurement Using RGB-D Image , Chih-Yun Pai

Constructing Frameworks for Task-Optimized Visualizations , Ghulam Jilani Abdul Rahim Quadri

Trilateration-Based Localization in Known Environments with Object Detection , Valeria M. Salas Pacheco

Recognizing Patterns from Vital Signs Using Spectrograms , Sidharth Srivatsav Sribhashyam

Recognizing Emotion in the Wild Using Multimodal Data , Shivam Srivastava

A Modular Framework for Multi-Rotor Unmanned Aerial Vehicles for Military Operations , Dante Tezza

Human-centered Cybersecurity Research — Anthropological Findings from Two Longitudinal Studies , Anwesh Tuladhar

Learning State-Dependent Sensor Measurement Models To Improve Robot Localization Accuracy , Troi André Williams

Human-centric Cybersecurity Research: From Trapping the Bad Guys to Helping the Good Ones , Armin Ziaie Tabari

Theses/Dissertations from 2020 2020

Classifying Emotions with EEG and Peripheral Physiological Data Using 1D Convolutional Long Short-Term Memory Neural Network , Rupal Agarwal

Keyless Anti-Jamming Communication via Randomized DSSS , Ahmad Alagil

Active Deep Learning Method to Automate Unbiased Stereology Cell Counting , Saeed Alahmari

Composition of Atomic-Obligation Security Policies , Yan Cao Albright

Action Recognition Using the Motion Taxonomy , Maxat Alibayev

Sentiment Analysis in Peer Review , Zachariah J. Beasley

Spatial Heterogeneity Utilization in CT Images for Lung Nodule Classication , Dmitrii Cherezov

Feature Selection Via Random Subsets Of Uncorrelated Features , Long Kim Dang

Unifying Security Policy Enforcement: Theory and Practice , Shamaria Engram

PsiDB: A Framework for Batched Query Processing and Optimization , Mehrad Eslami

Composition of Atomic-Obligation Security Policies , Danielle Ferguson

Algorithms To Profile Driver Behavior From Zero-permission Embedded Sensors , Bharti Goel

The Efficiency and Accuracy of YOLO for Neonate Face Detection in the Clinical Setting , Jacqueline Hausmann

Beyond the Hype: Challenges of Neural Networks as Applied to Social Networks , Anthony Hernandez

Privacy-Preserving and Functional Information Systems , Thang Hoang

Managing Off-Grid Power Use for Solar Fueled Residences with Smart Appliances, Prices-to-Devices and IoT , Donnelle L. January

Novel Bit-Sliced In-Memory Computing Based VLSI Architecture for Fast Sobel Edge Detection in IoT Edge Devices , Rajeev Joshi

Edge Computing for Deep Learning-Based Distributed Real-time Object Detection on IoT Constrained Platforms at Low Frame Rate , Lakshmikavya Kalyanam

Establishing Topological Data Analysis: A Comparison of Visualization Techniques , Tanmay J. Kotha

Machine Learning for the Internet of Things: Applications, Implementation, and Security , Vishalini Laguduva Ramnath

System Support of Concurrent Database Query Processing on a GPU , Hao Li

Deep Learning Predictive Modeling with Data Challenges (Small, Big, or Imbalanced) , Renhao Liu

Countermeasures Against Various Network Attacks Using Machine Learning Methods , Yi Li

Towards Safe Power Oversubscription and Energy Efficiency of Data Centers , Sulav Malla

Design of Support Measures for Counting Frequent Patterns in Graphs , Jinghan Meng

Automating the Classification of Mosquito Specimens Using Image Processing Techniques , Mona Minakshi

Models of Secure Software Enforcement and Development , Hernan M. Palombo

Functional Object-Oriented Network: A Knowledge Representation for Service Robotics , David Andrés Paulius Ramos

Lung Nodule Malignancy Prediction from Computed Tomography Images Using Deep Learning , Rahul Paul

Algorithms and Framework for Computing 2-body Statistics on Graphics Processing Units , Napath Pitaksirianan

Efficient Viewshed Computation Algorithms On GPUs and CPUs , Faisal F. Qarah

Relational Joins on GPUs for In-Memory Database Query Processing , Ran Rui

Micro-architectural Countermeasures for Control Flow and Misspeculation Based Software Attacks , Love Kumar Sah

Eﬃcient Forward-Secure and Compact Signatures for the Internet of Things (IoT) , Efe Ulas Akay Seyitoglu

Detecting Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure via Cough and Wheezing Sounds Using Smart-Phones and Machine Learning , Anthony Windmon

Toward Culturally Relevant Emotion Detection Using Physiological Signals , Khadija Zanna

Theses/Dissertations from 2019 2019

Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation , Sathyanarayanan Narasimhan Aakur

Empirical Analysis of a Cybersecurity Scoring System , Jaleel Ahmed

Phenomena of Social Dynamics in Online Games , Essa Alhazmi

A Machine Learning Approach to Predicting Community Engagement on Social Media During Disasters , Adel Alshehri

Interactive Fitness Domains in Competitive Coevolutionary Algorithm , ATM Golam Bari

Measuring Influence Across Social Media Platforms: Empirical Analysis Using Symbolic Transfer Entropy , Abhishek Bhattacharjee

A Communication-Centric Framework for Post-Silicon System-on-chip Integration Debug , Yuting Cao

Authentication and SQL-Injection Prevention Techniques in Web Applications , Cagri Cetin

Multimodal Emotion Recognition Using 3D Facial Landmarks, Action Units, and Physiological Data , Diego Fabiano

Robotic Motion Generation by Using Spatial-Temporal Patterns from Human Demonstrations , Yongqiang Huang

A GPU-Based Framework for Parallel Spatial Indexing and Query Processing , Zhila Nouri Lewis

A Flexible, Natural Deduction, Automated Reasoner for Quick Deployment of Non-Classical Logic , Trisha Mukhopadhyay

An Efficient Run-time CFI Check for Embedded Processors to Detect and Prevent Control Flow Based Attacks , Srivarsha Polnati

Force Feedback and Intelligent Workspace Selection for Legged Locomotion Over Uneven Terrain , John Rippetoe

Detecting Digitally Forged Faces in Online Videos , Neilesh Sambhu

Malicious Manipulation in Service-Oriented Network, Software, and Mobile Systems: Threats and Defenses , Dakun Shen

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Home > Engineering > Computer Science > Computer Science Graduate Projects

Computer Science Graduate Projects and Theses

Theses/dissertations from 2023 2023.

High-Performance Domain-Specific Library for Hydrologic Data Processing , Kalyan Bhetwal

Verifying Data Provenance During Workflow Execution for Scientific Reproducibility , Rizbanul Hasan

Remote Sensing to Advance Understanding of Snow-Vegetation Relationships and Quantify Snow Depth and Snow Water Equivalent , Ahmad Hojatimalekshah

Exploring the Capability of a Self-Supervised Conditional Image Generator for Image-to-Image Translation without Labeled Data: A Case Study in Mobile User Interface Design , Hailee Kiesecker

Fake News Detection Using Narrative Content and Discourse , Hongmin Kim

Anomaly Detection Using Graph Neural Network , Bishal Lakha

Sparse Format Conversion and Code Synthesis , Tobi Goodness Popoola

Portable Sparse Polyhedral Framework Code Generation Using Multi Level Intermediate Representation , Aaron St. George

Severity Measures for Assessing Error in Automatic Speech Recognition , Ryan Whetten

Theses/Dissertations from 2022 2022

Improved Computational Prediction of Function and Structural Representation of Self-Cleaving Ribozymes with Enhanced Parameter Selection and Library Design , James D. Beck

Meshfree Methods for PDEs on Surfaces , Andrew Michael Jones

Deep Learning of Microstructures , Amir Abbas Kazemzadeh Farizhandi

Long-Term Trends in Extreme Environmental Events with Changepoint Detection , Mintaek Lee

Structure Aware Smart Encoding and Decoding of Information in DNA , Shoshanna Llewellyn

Towards Making Transformer-Based Language Models Learn How Children Learn , Yousra Mahdy

Ontology-Based Formal Approach for Safety and Security Verification of Industrial Control Systems , Ramesh Neupane

Improving Children's Authentication Practices with Respect to Graphical Authentication Mechanism , Dhanush Kumar Ratakonda

Hate Speech Detection Using Textual and User Features , Rohan Raut

Automated Detection of Sockpuppet Accounts in Wikipedia , Mostofa Najmus Sakib

Characterization and Mitigation of False Information on the Web , Anu Shrestha

Sinusoidal Projection for 360° Image Compression and Triangular Discrete Cosine Transform Impact in the JPEG Pipeline , Iker Vazquez Lopez

Theses/Dissertations from 2021 2021

Training Wheels for Web Search: Multi-Perspective Learning to Rank to Support Children's Information Seeking in the Classroom , Garrett Allen

Fair and Efficient Consensus Protocols for Secure Blockchain Applications , Golam Dastoger Bashar

Why Don't You Act Your Age?: Recognizing the Stereotypical 8-12 Year Old Searcher by Their Search Behavior , Michael Green

Ensuring Consistency and Efficiency of the Incremental Unit Network in a Distributed Architecture , Mir Tahsin Imtiaz

Modeling Real and Fake News Sharing in Social Networks , Abishai Joy

Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies , A.K.M. Nuhil Mehdy

Into the Unknown: Exploration of Search Engines' Responses to Users with Depression and Anxiety , Ashlee Milton

Generating Test Inputs from String Constraints with an Automata-Based Solver , Marlin Roberts

A Case Study in Representing Scientific Applications ( GeoAc ) Using the Sparse Polyhedral Framework , Ravi Shankar

Actors for the Internet of Things , Arjun Shukla

Theses/Dissertations from 2020 2020

Towards Unifying Grounded and Distributional Semantics Using the Words-as-Classifiers Model of Lexical Semantics , Stacy Black

Improving Scientist Productivity, Architecture Portability, and Performance in ParFlow , Michael Burke

Polyhedral+Dataflow Graphs , Eddie C. Davis

Improving Spellchecking for Children: Correction and Design , Brody Downs

A Collection of Fast Algorithms for Scalar and Vector-Valued Data on Irregular Domains: Spherical Harmonic Analysis, Divergence-Free/Curl-Free Radial Basis Functions, and Implicit Surface Reconstruction , Kathryn Primrose Drake

Privacy-Preserving Protocol for Atomic Swap Between Blockchains , Kiran Gurung

Unsupervised Structural Graph Node Representation Learning , Mikel Joaristi

Detecting Undisclosed Paid Editing in Wikipedia , Nikesh Joshi

Do You Feel Me?: Learning Language from Humans with Robot Emotional Displays , David McNeill

Obtaining Real-World Benchmark Programs from Open-Source Repositories Through Abstract-Semantics Preserving Transformations , Maria Anne Rachel Paquin

Content Based Image Retrieval (CBIR) for Brand Logos , Enjal Parajuli

A Resilience Metric for Modern Power Distribution Systems , Tyler Bennett Phillips

Theses/Dissertations from 2019 2019

Edge-Assisted Workload-Aware Image Processing System , Anil Acharya

MINOS: Unsupervised Netflow-Based Detection of Infected and Attacked Hosts, and Attack Time in Large Networks , Mousume Bhowmick

Deviant: A Mutation Testing Tool for Solidity Smart Contracts , Patrick Chapman

Querying Over Encrypted Databases in a Cloud Environment , Jake Douglas

A Hybrid Model to Detect Fake News , Indhumathi Gurunathan

Suitability of Finite State Automata to Model String Constraints in Probablistic Symbolic Execution , Andrew Harris

UNICORN Framework: A User-Centric Approach Toward Formal Verification of Privacy Norms , Rezvan Joshaghani

Detection and Countermeasure of Saturation Attacks in Software-Defined Networks , Samer Yousef Khamaiseh

Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy , Manish Kumar

Application-Specific Memory Subsystem Benchmarking , Mahesh Lakshminarasimhan

Multilingual Information Retrieval: A Representation Building Perspective , Ion Madrazo

Improved Study of Side-Channel Attacks Using Recurrent Neural Networks , Muhammad Abu Naser Rony Chowdhury

Investigating the Effects of Social and Temporal Dynamics in Fitness Games on Children's Physical Activity , Ankita Samariya

BullyNet: Unmasking Cyberbullies on Social Networks , Aparna Sankaran

FALCON: Framework for Anomaly Detection In Industrial Control Systems , Subin Sapkota

Investigating Semantic Properties of Images Generated from Natural Language Using Neural Networks , Samuel Ward Schrader

Incremental Processing for Improving Conversational Grounding in a Chatbot , Aprajita Shukla

Estimating Error and Bias of Offline Recommender System Evaluation Results , Mucun Tian

Theses/Dissertations from 2018 2018

Leveraging Tiled Display for Big Data Visualization Using D3.js , Ujjwal Acharya

Fostering the Retrieval of Suitable Web Resources in Response to Children's Educational Search Tasks , Oghenemaro Deborah Anuyah

Privacy-Preserving Genomic Data Publishing via Differential Privacy , Tanya Khatri

Injecting Control Commands Through Sensory Channel: Attack and Defense , Farhad Rasapour

Strong Mutation-Based Test Generation of XACML Policies , Roshan Shrestha

Performance, Scalability, and Robustness in Distributed File Tree Copy , Christopher Robert Sutton

Using DNA For Data Storage: Encoding and Decoding Algorithm Development , Kelsey Suyehira

Detecting Saliency by Combining Speech and Object Detection in Indoor Environments , Kiran Thapa

Theses/Dissertations from 2017 2017

Identifying Restaurants Proposing Novel Kinds of Cuisines: Using Yelp Reviews , Haritha Akella

Editing Behavior Analysis and Prediction of Active/Inactive Users in Wikipedia , Harish Arelli

CloudSkulk: Design of a Nested Virtual Machine Based Rootkit-in-the-Middle Attack , Joseph Anthony Connelly

Predicting Friendship Strength in Facebook , Nitish Dhakal

Privacy-Preserving Trajectory Data Publishing via Differential Privacy , Ishita Dwivedi

Cultivating Community Interactions in Citizen Science: Connecting People to Each Other and the Environment , Bret Allen Finley

Uncovering New Links Through Interaction Duration , Laxmi Amulya Gundala

Variance: Secure Two-Party Protocol for Solving Yao's Millionaires' Problem in Bitcoin , Joshua Holmes

A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases , Akshay Kansal

Integrity Coded Databases: Ensuring Correctness and Freshness of Outsourced Databases , Ujwal Karki

Editable View Optimized Tone Mapping For Viewing High Dynamic Range Panoramas On Head Mounted Display , Yuan Li

The Effects of Pair-Programming in a High School Introductory Computer Science Class , Ken Manship

Towards Automatic Repair of XACML Policies , Shuai Peng

Identification of Unknown Landscape Types Using CNN Transfer Learning , Ashish Sharma

Hand Gesture Recognition for Sign Language Transcription , Iker Vazquez Lopez

Learning to Code Music : Development of a Supplemental Unit for High School Computer Science , Kelsey Wright

Theses/Dissertations from 2016 2016

Identification of Small Endogenous Viral Elements within Host Genomes , Edward C. Davis Jr.

When the System Becomes Your Personal Docent: Curated Book Recommendations , Nevena Dragovic

Security Testing with Misuse Case Modeling , Samer Yousef Khamaiseh

Estimating Length Statistics of Aggregate Fried Potato Product via Electromagnetic Radiation Attenuation , Jesse Lovitt

Towards Multipurpose Readability Assessment , Ion Madrazo

Evaluation of Topic Models for Content-Based Popularity Prediction on Social Microblogs , Axel Magnuson

CEST: City Event Summarization using Twitter , Deepa Mallela

Developing an ABAC-Based Grant Proposal Workflow Management System , Milson Munakami

Phoenix and Hive as Alternatives to RDBMS , Diana Ornelas

Massively Parallel Algorithm for Solving the Eikonal Equation on Multiple Accelerator Platforms , Anup Shrestha

A Certificateless One-Way Group Key Agreement Protocol for Point-to-Point Email Encryption , Srisarguru Sridhar

Dynamic Machine Level Resource Allocation to Improve Tasking Performance Across Multiple Processes , Richard Walter Thatcher

Theses/Dissertations from 2015 2015

Developing an Application for Evolutionary Search for Computational Models of Cellular Development , Nicolas Scott Cornia

Accelerated Radar Signal Processing in Large Geophysical Datasets , Ravi Preesha Geetha

Integrity Coded Databases (ICDB) – Protecting Integrity for Outsourced Databases , Archana Nanjundarao

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Prize-Winning Thesis and Dissertation Examples

Published on September 9, 2022 by Tegan George . Revised on July 18, 2023.

It can be difficult to know where to start when writing your thesis or dissertation . One way to come up with some ideas or maybe even combat writer’s block is to check out previous work done by other students on a similar thesis or dissertation topic to yours.

This article collects a list of undergraduate, master’s, and PhD theses and dissertations that have won prizes for their high-quality research.

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Award-winning undergraduate theses, award-winning master’s theses, award-winning ph.d. dissertations, other interesting articles.

University : University of Pennsylvania Faculty : History Author : Suchait Kahlon Award : 2021 Hilary Conroy Prize for Best Honors Thesis in World History Title : “Abolition, Africans, and Abstraction: the Influence of the “Noble Savage” on British and French Antislavery Thought, 1787-1807”

University : Columbia University Faculty : History Author : Julien Saint Reiman Award : 2018 Charles A. Beard Senior Thesis Prize Title : “A Starving Man Helping Another Starving Man”: UNRRA, India, and the Genesis of Global Relief, 1943-1947

University: University College London Faculty: Geography Author: Anna Knowles-Smith Award: 2017 Royal Geographical Society Undergraduate Dissertation Prize Title: Refugees and theatre: an exploration of the basis of self-representation

University: University of Washington Faculty: Computer Science & Engineering Author: Nick J. Martindell Award: 2014 Best Senior Thesis Award Title: DCDN: Distributed content delivery for the modern web

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University: University of Edinburgh Faculty: Informatics Author: Christopher Sipola Award: 2018 Social Responsibility & Sustainability Dissertation Prize Title: Summarizing electricity usage with a neural network

University: University of Ottawa Faculty: Education Author: Matthew Brillinger Award: 2017 Commission on Graduate Studies in the Humanities Prize Title: Educational Park Planning in Berkeley, California, 1965-1968

University: University of Ottawa Faculty: Social Sciences Author: Heather Martin Award: 2015 Joseph De Koninck Prize Title: An Analysis of Sexual Assault Support Services for Women who have a Developmental Disability

University : University of Ottawa Faculty : Physics Author : Guillaume Thekkadath Award : 2017 Commission on Graduate Studies in the Sciences Prize Title : Joint measurements of complementary properties of quantum systems

University: London School of Economics Faculty: International Development Author: Lajos Kossuth Award: 2016 Winner of the Prize for Best Overall Performance Title: Shiny Happy People: A study of the effects income relative to a reference group exerts on life satisfaction

University : Stanford University Faculty : English Author : Nathan Wainstein Award : 2021 Alden Prize Title : “Unformed Art: Bad Writing in the Modernist Novel”

University : University of Massachusetts at Amherst Faculty : Molecular and Cellular Biology Author : Nils Pilotte Award : 2021 Byron Prize for Best Ph.D. Dissertation Title : “Improved Molecular Diagnostics for Soil-Transmitted Molecular Diagnostics for Soil-Transmitted Helminths”

University: Utrecht University Faculty: Linguistics Author: Hans Rutger Bosker Award: 2014 AVT/Anéla Dissertation Prize Title: The processing and evaluation of fluency in native and non-native speech

University: California Institute of Technology Faculty: Physics Author: Michael P. Mendenhall Award: 2015 Dissertation Award in Nuclear Physics Title: Measurement of the neutron beta decay asymmetry using ultracold neutrons

University: Stanford University Faculty: Management Science and Engineering Author: Shayan O. Gharan Award: Doctoral Dissertation Award 2013 Title: New Rounding Techniques for the Design and Analysis of Approximation Algorithms

University: University of Minnesota Faculty: Chemical Engineering Author: Eric A. Vandre Award: 2014 Andreas Acrivos Dissertation Award in Fluid Dynamics Title: Onset of Dynamics Wetting Failure: The Mechanics of High-speed Fluid Displacement

University: Erasmus University Rotterdam Faculty: Marketing Author: Ezgi Akpinar Award: McKinsey Marketing Dissertation Award 2014 Title: Consumer Information Sharing: Understanding Psychological Drivers of Social Transmission

University: University of Washington Faculty: Computer Science & Engineering Author: Keith N. Snavely Award: 2009 Doctoral Dissertation Award Title: Scene Reconstruction and Visualization from Internet Photo Collections

University: University of Ottawa Faculty: Social Work Author: Susannah Taylor Award: 2018 Joseph De Koninck Prize Title: Effacing and Obscuring Autonomy: the Effects of Structural Violence on the Transition to Adulthood of Street Involved Youth

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626 Dissertation Topics for Ph.D. and Thesis Ideas for Master Students

If you are about to go into the world of graduate school, then one of the first things you need to do is choose from all the possible dissertation topics available to you. This is no small task. You are likely to spend many years researching your Master’s or Ph.D. topic and writing the text. This means that choosing a dissertation topic should not be taken lightly.

Our specialists will write a custom essay specially for you!

No worries! Just read this article by our Custom Writing service , and you’ll find:

a collection of great thesis topics on finance, education, management, law, etc.
a range of tips on choosing a killing Ph.D. topic.
👍 Top 10 Dissertation Topics
🆚 Thesis vs Dissertation
🔝 Top 10 Thesis Topics
🎓 Thesis Topics List
✅ How to Choose a Topic

👍Top 10 Dissertation Topics

Ethical alternatives to animal testing.
What’s the future of the Dead Sea?
Does accent affect singing ability?
The importance of corporate values.
Can we regulate influencer marketing?
How does inflation affect small businesses?
Is homeschooling the future of education?
How does Tourette’s syndrome affect one’s daily life?
How to conduct market analysis for e-commerce.
Has globalization affected cultural appropriation?

🆚 Dissertation vs. Thesis: Is There a Difference?

People often consider a thesis and a dissertation to be the same thing. Yet, there is an important distinction between them. The key difference is that you need a thesis to complete a master’s degree, while a dissertation is necessary for obtaining a doctorate. Keep in mind that it’s vice versa in European higher education.

Here are some other differences:

Despite these differences, theses and dissertations have a lot in common:

You need them to complete a degree.
Both require certain levels of expertise and writing skills.
You defend an argument in both of them.
Plagiarism is prohibited in both theses and dissertations.

🔝 Top 10 Thesis Topics for 2024

The consequences of obesity.
The influence of social media .
Economic development and happiness.
Feminism in the United States.
The effects of the COVID-19 pandemic.
Racism in schools and colleges.
Overeducation in the labor market.
DNA evidence in criminal justice.
Sales forecasting techniques.
Wage difference among athletes.

🎓 Thesis Topics & Ideas

Below, you’ll find a collection of excellent topics for a thesis. To simplify the task, it’s not a bad idea to use a topic chooser . We’ve also prepared a checklist that will help you make the right choice. If you agree with the following statements, you’ve chosen a good thesis topic:

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You are interested in this subject. It will be easier for you to work on it if you like your area of research. Remember that you will have to spend long hours looking through various data. You need to stay motivated.
The topic is helpful in your career path. Choose a topic that you can apply to further research if you plan to pursue your career in the academic field. Choose something that you can use in your CV if you decided to work in the industry.
There is enough available research data. Don’t choose a topic that is too trivial or uncommon. It is essential to find enough relevant information. Consult your supervisor to understand if you can proceed with it.
The topic isn’t too broad or too narrow. Otherwise, it will be harder for you to find credible sources and relevant data.
You already have an understanding of it . Make a list of thesis topics that include the issues you have researched before. It will save you some time and allow you to evaluate your opportunities.
Your topic is unique. Make sure there are no other papers that explore exactly the same issue. The value of your work is your original contribution to the research. If somebody has already investigated the topic, there is not much sense in proceeding with it.

The picture shows the main characteristics of a good thesis topic.

Wondering where to find the most current topic for your research? We’ve collected them below.

Computer Science Thesis Topics

Computers surround us everywhere. From hospitals to home offices, it’s impossible to imagine life without them. A doctorate in computer science can allow you many career opportunities!

The latest developments in AI use for healthcare services . Healthcare in the US is expensive for its citizens. One way to reduce the cost is using computer algorithms. This technology research topic lets you explore how AI helps physicians with their tasks.
Computer security for public institutions. Several allegations about hackers stealing data from the US government emerged in recent years. With this dissertation idea, study public cybersecurity. Also, discuss ways to improve cybersecurity practices.
Visual recognition system architecture: real-time object detection. Discuss a system based on neural networks capable of detecting objects. Focus on the virtual environment. You can alter this trending topic in computer science for real-life settings.
Blockchain application outside financial technologies. Analyze and discuss the implications of using blockchain systems outside of the fintech sector. For example, study its use for public services and in government agencies. This topic allows exploring ways of applying established algorithms.
Machine learning and text structures. Discuss ways of visualizing text categorization. Focus on complex hierarchical structures of texts. This topic is suitable for postgraduates.
Encrypted search: security, performance, and usage. Discuss the use of encryptions to protect data. Say how we can improve it for effective information search.
Use of computers in education . Study how algorithms can improve learning. This topic can be altered for other fields. For example, choose AI in business or agriculture.
Graphics and visual computing: current state and the future. By now, CAD programs are an integral part of every engineer’s tool kit. Your thesis can analyze the potential of those programs. What would improve their performance? Is there a chance that they will become obsolete?
Multimedia databases parsing and indexing. Netflix and YouTube require technology to search across their multimedia databases. This dissertation can be a survey on best practices. Or, add a company name to the title and focus your research on it.
AI Marketing: the use of algorithms to improve advertising. In the previous list of research question examples, you can choose a narrow marketing theme. Then, discuss the implications of such algorithms.
Study computation of models for virtual environments .
Cybersecurity challenges for automated vehicles.
AI and vehicle automation: potential safety gaps.
Computer graphics : perspectives for medical imaging.
Research the use of computer algorithms for medical analysis .
Discuss the role of bioinformatics in healthcare improvement.
How is a computer-aided design used in creating automobile parts?
Review the best practices for System Level Testing of distributed systems.
Agile project management for software engineers .
Software development risks analysis for successful employment.
Study the security mechanisms for WLAN networks .
Malicious botnets and network worms: an overview.
What are the best practices in ICT systems development?
Web-based document management systems using XML.
Best algorithms for cluster generation.
Methods for improving Open Web Architecture.
Analyze software solutions for the increased energy efficiency .
Protection of systems against terror attacks : a case study and analysis.
New methods of risk management during software development.
Analyze how Web space requirements are changing.
Analyze how e-publishing is affecting libraries.
New methods for studying the behavior of malware, viruses, and worms with the use of secure programming and runtime environments.
Analyze redundancy and fault recovery in the 4G wireless network .
Analyze the implementation and analysis of the optimal algorithm vs the heuristic algorithm for the generation of clusters.
Analyze how full-text databases affect search engines.

Humanities and Art History Thesis Topics

Do you want to put your passion into words? Would you like to share your ideas with the world? Then pursuing a Ph.D. in the arts or humanities is the right path for you.

The history of cinema : past and present. With this history dissertation topic, focus on how cinema developed. Explore the period starting from the first short films by the Lumiere brothers. Finish the discussion with modern-day Hollywood examples.
Art or commerce: a case study of Hollywood films. Discuss the intersection between artistic expression and profit. This exciting arts topic focuses on modern cinema. You can use examples of art-house movies and modern commercially successful ones.
Hollywood vs. Bollywood . Compare the two distinct film production centers for this art thesis. Next, discuss how local cultures impact Hollywood and Bollywood movies’ direction, genres, and plots.
The use of visual tools in interior design . This dissertation topic is an intersection between arts and computer science . The focus is on how visualization tools help to create design projects.
Racism in the 21st-century literature. Focus on how the narratives about racism have changed. Include examples from poetry and prose of this era. Compare it to works published in the past.
The cultural aesthetic of Afrofuturism in literature. This dissertation idea allows you to explore the intersection of arts. Specifically, see how culture, philosophy of science, and history manifest in Afrofuturism .
The social value of ecopoetry. Analyze how literature that focuses on ecological problems. Discuss environmental consciousness and environmental issues .
Graphic novels: the best examples and implications for the development of literature. What does it mean when literary classics are converted into graphic novels? Incorporate the question if graphic novels can become part of the literary canon.
Theater of the Absurd in the 1950s and 1960s. Discuss this form of theatrical art. Examine how it emerged and why it became influential.
Post World War II art : cinema and literature. Use examples of films and literary works. Discuss major works of the post-WWII era and their themes.
Futurism and the Czech avant-garde : the artistic connection between Europe’s East and West.
Study the phenomenon of the hero archetype.
Assess dancing as a form of meditation .
Review the common elements of various African dances.
Folk dances across Western Europe.
Discuss regional dances and dance as a ritual.
Animation as a modern art form.
Research the art of glass-making and its prospects for the future.
Analyze the cultural impact of The Beatles beyond music.
Literature censorship in the US.
Examine the intersection of ecology and arts.
Heidelberg Project: is it a model for creating art in urban areas?
Study kinetic sculptures of the 20th century.
What characterizes social activism in 20 th -century rock music?
Jazz in the 21st century: a potential for revival.
The history of design in various periods of human existence (the ancient times, the Middle Ages, the Renaissance, etc.).
Design as art .
Philosophy of design.
Separate branches of design ( interior design , car design, toy design, etc.).
Stylistic peculiarities of a certain designer.
Web design as a modern quintessence of design.
Social significance of design.
The birth of Communism as it relates to Stendhal.
The relationship between politics and literature in the 19 th century.
An analysis and case study of artists and art during times of war.
How contemporary art is related to American suffering.
Analyze of how racism relates to the family unit.

List of Science Topics for Your Thesis

A dissertation in science will probably require you to run numerous experiments. Many of them will probably go wrong. But the one that does work might be the next big breakthrough! Find a suitable research theme in the following list of topics:

Bacterial injections for the treatment of cancer tumors. Injecting bacteria into tumors is a fairly new approach to treating cancer . Review the mechanism of action and evaluate the potential of this method for curing cancer.
Computer imagining and AI for cancer detection . Examine how AI-assisted cancer screening improves accuracy. Include early detection implications and usage in hospitals.
Ethics of organ donations and transplantation. With this dissertation topic in science, examine the ethics of encouraging people to donate their organs. Include the implications for medical research and practice.
An epidemiological and molecular approach to cancer prevention . This topic idea suggests assessing the current understanding of how cancer develops as well as potential prevention strategies.
Ways of speeding up vaccine development and testing. The COVID-19 pandemic has shown that the process of vaccine development is relatively slow. It takes a long time to ensure proper testing. You may discuss these issues in your biochemistry dissertation.
The current state of research into ultra-fast rechargeable batteries. The topic of batteries and energy attracts lots of attention. With this topic, you can examine how to improve the design of aluminum-ion batteries. Include ways to decrease their charging time.
Nanotechnologies in drug delivery: electrospraying. Current research shows the great potential of nanotechnologies. In particular, the electrospraying technique makes nanoparticle delivery more efficient.
Prevalence of various Helicobacter Pylori virulence in a population. Conduct quantitative research and examine a sample of patients to determine the number infected with Helicobacter Pylori.
The relationship between gut microbiota and the person’s appetite . Your research can explore the theory that the gut microbiome has varied effects on the person’s body. Review the implications for obesity treatment for different gut microbiomes.
The age of antibiotics: is it over? Examine the use of antibiotics and the reasons for its decline. Discuss the evolving nature of bacteria that require remedies other than antibiotics. Include quantitative data in this dissertation for a specific type of disease.
CRISPR method for studying human DNA.
The study of human evolution : latest discoveries.
Denisovans from Siberia: a new type of hominid discovered.
Study the use of AI in archeology .
Conduct a study of the Neanderthal genome sequence.
What are the ways of improving solar cell efficiency?
The carbon footprint of modern production: how do companies damage the environment?
Research the use of cesium in solar panels .
The era of supercapacitors: are we ending the use of batteries?
Assess the efficiency of Robot Suits for people with permanent paralysis.
Microscale medial robots: potential applications.
Look into stem cell mobilization and its mechanisms.
Discuss the ethics of automated cars .
Space robotics: can we design robots capable of exploring space?
Evaluate the efficiency and potential of lithium-based rechargeable batteries.
Morality and ethics of stem cell research .
Is behavior controlled or affected by genetics and to what level.
A look at methods of improving risk factors post-stroke.
Analyze of Chinese herbal practice and its relevance to conventional medicine.
Analyze the effect schools have on childhood obesity .

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New methods of using existing data to gather information that is useful.
An in-depth look at the factors affecting the decline of the immune system with age.
Analyze of the potential effect of nanotechnology on health and the environment.
Analyze of toxicity levels of inhaled nanoparticles.
The usefulness of nanotechnology in curing some types of cancer .
An analysis and case study of the treatment of patients who have experienced a loss of memory.
Analyze the use of DNA typing of remains to identify missing people and the victims of crime.
The response of immune deficiency diseases to the activation of T-cell subsets.
The influence and importance of IT in the field of biomedicine.

Architecture Thesis Topics

Architecture is more than just aesthetics. That’s become especially clear ever since the doctrine “form follows function” gained traction. Whether you’re into baroque or Bauhaus, there’s plenty to discover about architecture.

Religious architecture in the British Empire. Research the transformation of religious buildings and how it affected architecture in general.
Modernist architecture in the USSR at the beginning of the 20th century. Compare modernist architecture in the USSR with other countries.
Urban greening and its influence on buildings’ design . The dissertation proposal can include green roofs as the main point of research.
Brutalism and its history in New York . Provide historical research of brutalism in New York and discuss how it affects modern architecture.
Modern-day aboriginal settlements in Australia. Using examples from media and research, indicate how aboriginal settlements are perceived and handled today.
Transformation of the urban design in the 21st century. Using London, Hong-Kong, and New York as examples, provide an in-depth discussion of changes in the urban design.
The architectural history of Seattle. Conduct research and write a proposal that will compare different architectural styles seen in Seattle.
Integration of culture in environmental design. In this proposal, you can use large cities in Asia as primary examples of the synergy between culture and architecture.
The architecture of residential buildings during the second half of the 20th century. Choose one or several large cities (e.g., Berlin, Miami, Kyoto) as the basis for your research.
The history of Moscow Avant-Garde. Use both Soviet and modern Russian research on Avant-Garde to present the topic accurately.
Use of computer visuals in architecture.
Review the trends in modern furniture design.
Ecology and architecture: integration of green technologies.
Discuss the multiculturalism of contemporary urban architecture.
The history of architecture in urban areas of the US: the study of New York.
Modern city design case study.
Research ways of using wood in modern architecture.
Commercial architecture: aesthetics and usability.
Evaluate the design of municipal buildings in the US.
Creativity in postmodernist architecture.
How do we integrate smart home technology into architecture?
Small scale homes: a study of growing interest in small housing.
Discuss the use of lighting in building design.
Study innovations in structural design in the digital age.
What are the implications of inclusive architecture?
Sustainable architecture: recycling spaces and materials.
Renewable energy in home design.
Assess open concept homes for American families.
Conduct a study of family homes design.
Research architecture suitable for middle-class families.

Thesis Topics in English Literature & World Literature

Was your New Year’s Resolution to re-read the 100 most influential classical works? Then you might want to consider writing a thesis in advanced higher English. Check out these engaging prompts:

In-depth stylistic analysis of The Trial by Franz Kafka . Explain what stylistic devices Kafka used in his story.
The influence of The Hound of the Baskervilles on the development of modern detective stories. Prepare several comparisons of The Hound with modern detective stories to pinpoint its influence.
The Lost Honor of Katharina Blum : women characters in Heinrich Böll’s fiction. Using the book mentioned in the topic, examine how the German writer depicted women in his prose.
Analysis of the terrorism portrayal in modern journalism: The New York Times case study. Pick several articles related to terrorism published in NYT and describe in detail how it is portrayed (keywords, images, etc.).
A formalist approach to Dostoevsky: analysis of The Brothers Karamazov . Provide the reader with an explanation of the formalist approach and use it to analyze the novel.
The depiction of sexual violence in young adult literature. Pick several YA novels published in the 2010s for your research.
The use of repetition in Samuel Beckett’s Waiting for Godot . Analyze how repetition is used for emphasis and other effects in the play.
Feminism and gender in Margaret Atwood’s Cats’ Eye . Review the book from a feminist point of view and discuss how gender issues are presented in the book.
How does Phillip K. Dick use intertextuality in The Man in the High Castle ? Find as many references to other literary and historical sources as you can and elaborate how Dick uses them and for what aims.
The influence of Steppenwolf on postmodern American literature: the contribution of Herman Hesse. Using Steppenwolf as the primary source, discuss what characteristics common for postmodern literature Hesse uses in this novel.
How does racism manifest itself in classical literature?
Discuss the oppression of women in The Handmaid’s Tale.
Gender roles in The Miniaturist and A Doll’s House : a comparison.
Moral ambiguity in David Harrower’s works.
Literary techniques in the Perks of Being a Wallflower.
The setting in The Murder in the Rue Morgue and its influence on the detective genre.
Review the tropes first introduced in The Moonstone .
Study the depictions of police’s work in Skinner’s Rule .
Assess the influence of Victorian Gothic horror on popular culture.
Social criticism in The Girl with the Dragon Tattoo.
Analyze cyberpunk elements in Gibson’s Neuromancer .
Themes of social equality in modern literature.
Research the views on Native American writers in Nature’s Poem.
Critique of contemporary children’s literature .
Gothic elements in Charlotte Bronte’s works .
The Strange Case of Dr. Jekyll and Mr. Hyde and Dracula : a comparative analysis.
Terror in The Picture of Dorian Gray .
Examine the connection of mental health and society in J.D. Salinger’s The Catcher in the Rye .
Magical realism and romanticism in Perfume: The Story of a Murderer.
How does the cut-up technique contribute to the narration in William S. Burroughs’ Naked Lunch?

Criminal Justice Thesis Topics

Are you a forensic science student who prefers research to actual police work? In that case, a dissertation in criminology is a great idea. This way, you can work on preventing crime from the comfort of your desk.

Recidivism rates among underage Latino first-time offenders: a quantitative study. Research a group of first-time offenders of a particular age (e.g., 18 to 25 years old).
A comparative analysis of the incidents of gun violence in the USA during the 2010s. Choose several prominent examples and compare them to each other.
Troublesome statements: the role of witnesses in potentially false accusations. In this dissertation, you can write about the unreliability of statements, using documented examples.

The patterns of drug trafficking in Germany’s largest cities: a case study of Berlin and Hamburg. Analyze the changes in these patterns in the 2010s.
Money laundering and corruption in the United States in the 21st century. Using media reports, create dissertation research about corruption schemes.
Mental health and self-perception of second-time sex offenders . Determine if their self-perception changes.
School shootings in the USA: causes and risk factors . Using recent and historical data, analyze the cases of mass shootings.
The influence of cyberbullying on suicide rates among Australian adolescents (13-17 years old). You can base your dissertation report on various research on cyberbullying published in Australian scholarly journals.
Child abuse and its influence on serial killer’s perception of victims. Discuss interconnections between abuse and potential sadistic behavior.
The history of forensic interviewing in the USA. Present research and practices that contributed to its development.
Use of artificial intelligence for forensic investigations.
Criminal behavior at a young age and its implications for the future.
Drug use: pattern of recurring arrests among American youth.
Incarcerated parents: the impact on the child’s perception of crime.
Research the reforms of the US criminal justice system.
Propose strategies for improving the juvenile detention system.
Police officer’s abuse of power: analysis of reports.
Race and criminal justice: the case of War on Drugs .
What are the possible alternative forms of incarceration?
A study of public perception of modern serial killers .
Training of sniffer dogs.
The implications of eyewitness testimony.
Abuse in Hollywood: a case study of Harvey Weinstein.
Bias against African Americans during investigations.
A study of college violence.
Legal implications of medical marijuana legalization .
Ethics of criminal justice : the problem of confidentiality.
Review the challenges linked with domestic violence investigations.
Suggest ways of preventing crimes in schools .
Gender bias during crime examinations.

Geography Thesis Topics

If you enjoy unveiling Earth’s secrets, this section is for you. Here you’ll find geography dissertation ideas ranging from studies of movement to regional phenomena.

Species that became extinct in the 20th century: qualitative research. Address the human influence on various species .
Current issues in the exploration of Arctic. Discuss difficulties and specifics of such explorations.
A comparison of urban back gardens in the USA and the UK. You can compare their design and other features (for example, vegetation used for decoration).
The causes and outcomes of floodings in the USA in the 2010s. Address climate change as one of the leading causes.
Prevention of ecosystem changes with modern technology. Provide various examples of how technology is used to sustain ecosystems.
Changes in travel destinations in the 2000s: a comparison of the USA and Canada. Demonstrate what changes in preferences were documented in these countries and show what destinations were especially popular.
The perception of environmentally friendly technologies and their impact on the environment by citizens of large metropolitan areas: a case study of Miami. Explain how various projects based on environmentally friendly technologies are launched in Miami.
A negative impact of global warming on weather conditions in Iceland. Discuss how tourism in Iceland is affected by these changes.
The influence of industrialization on climate change. Address the causes of climate change, using industrialization and its consequences as a basis.
Compare Greenfield and Brownfield land use for construction projects.
Investigate the significance of red salmon for Kamchatka.
The social impact of climate change : a study of migration patterns.
The potential of community gardening in underprivileged neighborhoods.
Study the link between the strengths of hurricanes and climate change.
What can be done to stop gentrification in your community?
Evaluate coastal tourism, its effect, and implications.
The impact of reservoir locations on water quality .
How did industrialization affect the development of Chicago?
Study soil pollution levels in your community area.
Conduct an analysis of air quality in your city.
Eco-tourism , its history, and perspectives.
Differences in soil chemistry across several locations.
The impact of organic farming on water quality in your area.
Compare the sustainability of organically vs. conventionally farmed tomatoes.
Research air pollution levels and data on airborne illnesses in your area.
What’s the relationship between rock climbing and cliff vegetation?
Study the changes in soil fertility upon volcanic eruption.
How does the Chernobyl disaster continue to affect the surrounding area?
Determine the patterns of floods in a particular area of your choice.

Sociology Thesis Ideas

Sociology studies how humans live together. A dissertation is a great way to dive deeper into a particular subject. You can get as specific as your heart desires! Check out our sociology thesis topics:

Get an originally-written paper according to your instructions!

Single parent stigma and its influence on family’s quality of life and parent-child relationships . Present examples from recent research that illustrate how the dynamics of these relationships change over time due to stigma.
Women empowerment in Saudi Arabia in 2000s: breakthroughs and challenges. Discuss how this empowerment affected legislation and women’s rights .
Long-term alcohol addiction and self-perception in young adults. With the help of research, demonstrate whether self-perception of these adults transforms significantly due to their addiction.
Adoption and its influence on parent-child relationships. Present and discuss challenges that such families face.
Comparison of traditions related to family dinners in the USA and the UK. What specific differences are there and how can they be explained?
Influence of the emo culture on suicide rates in high school students. Address the influence of such cultures on adolescents’ behavior.
The rates of secularization in elderly individuals living in urban and rural areas. Compare the rates and explain why they are different.
Influence of forced outing on transgender individuals and concomitant changes in their quality of life. Explain the effects of forced outing and why this impact is dangerous.
Comparison of anti-nuclear movements in Germany and Japan in the 21st century. Explain in detail what differences and similarities are prominent.
Performance rates of teenagers in schools in low-income neighborhoods: a case study of Boston schools. When writing your dissertation proposal, consider various factors (poverty, limited access to technology, etc.) that affect performance rates of these teenagers.
Black Lives Matter movement’s immediate impact on racism.
Research causes of minority bias in the US.
Affirmative action and its impact on the perception of varied racial groups.
The impact of religion on people’s attitudes towards race.
Review the challenges of the US LGBT community.
Bias towards transgender studies.
Social activism against gender discrimination in the 21st century.
The impact of social assistance in schools on a child’s future.
Research the changes in education after WWII.
Analyze scholarship policies in the US.
The impact of student debt on youth’s perception of education in the US.
Outcomes of public vs. private schools: a comparison.
Research the preservation of culture in American immigrant families.
Applying Marx’s conflict theory to social justice movements.
Assess changing trends in social norms in a country of your choice.
Attitudes towards prejudice among people of different social backgrounds.
Comparison of women’s rights in Western and Middle Eastern countries.
The impact of capitalism on one’s social values.
How does capitalism benefit society across multiple post-soviet countries?
Compare healthcare access in autocracies vs. democracies.

💡 Dissertation Topics for Ph.D. students

Below you’ll find a list of excellent dissertation ideas in different fields of study. They are more difficult than thesis topics and require more research. Jump to the section that interests you and find the topic that suits you best! But first:

What Makes a Good Ph.D. Topic?

Usually, universities would expect your dissertation to be original and relevant in the field of the research. Moreover, it would be worthwhile if it has the potential to make a change.

This checklist will help you see whether you’ve made the right choice. Your dissertation topic is good, if:

You have an opportunity to research it fully. You need to know that there is enough data and a theoretical basis. Do some prior research to understand if you will be able to answer all your dissertation questions.
You can fill the gaps in the existing knowledge. Your research matters if you can provide some new information that contributes to the field of your studies.
Your dissertation title is catchy. Try to make it worth the reader’s attention from the first glance.
You can evaluate how much time you need. It is vital to understand all the stages of your research and the challenges you might face to plan your work.
You know the subject well. You will need to explore your topic in-depth. It’s good to have some previous knowledge about it. Starting the research from the very basics will take more time and effort.
You have enough resources to investigate it. Both time and money matter in this case. You need to do high-quality research and meet your deadlines.

Dissertation Topics in Education

Learning is a lifelong experience, and the importance of schools cannot be overestimated. Research in this area is critical to improving education standards. Have a look at these topic ideas to get inspired:

Gamification as tools for enhancing learning abilities: theory and practice . Many studies have been conducted on different learning approaches. For young learners, engagement is as critical as the outcome. Therefore, this work focuses on gamification and its effect on children’s improvisation and learning.
Studying the connection between classroom quality and the learning outcome in kindergarten . Children are strongly affected by their environment, especially when it comes to learning. This dissertation topic example is all about looking into different classroom settings and their effect on kids’ learning outcomes.
Evaluating the process of implementation of inclusive education in the US. Professionals argue that inclusive education carries multiple benefits for all students (not just those with limited abilities.) However, it is quite a challenging process to implement all the changes.
Factors influencing the decision to transfer to the higher education abroad . In this work, you can focus on finding out the reasons for such a decision. Why do undergraduate students choose to leave their home country? What are the most important factors?
Online education vs. traditional face-to-face lessons for adult learners: compare and contrast. Online courses have their own benefits. However, would adult learners prefer them to in-person classrooms? How does it affect their learning and motivation?
How does working as a taxi driver and navigating change a person’s brain?
To what extent can reality television be disempowering for students?
The role of homework in the lives of immigrant adolescents.
The impact of teachers’ shocking behaviors in fostering students’ creativity.
The determinants of flossing behavior in college students .
The classification of drinking styles in the college-age population.
Integrating the computer into the curriculum: why you can’t simply plug it in.
The preconditions for serious music-making avocation in computer science students.
Adult graduate difficulties with learning new technologies.
The effect of academic performance on the health of students .
The impact of mathematic coaching on students’ self-esteem .
The influence of internet on the emotional maturity of students.
Academic achievements of students who decide to become teachers.
Is it true that students are more likely to do homework given by good-looking professors?
Informal learning in rural areas via social networks.
Educational blogging for professors: the social networks of educationists.
Does learning existentialism cause suicides?
Is it possible to reduce summer learning loss without students’ consent?
Can we reject classical math and do it at the same time? Yes, we can.
What are major career prospects with a degree in Liberal Arts ?
Using electronic games in museums as an effective education tool.

Business Dissertation Topics

There are many things a business administrator should keep in mind. Finances, marketing, and development are just the tip of the iceberg. So, the choice of topics is practically endless. Check out this selection to narrow down the possibilities:

How are business strategies adjusted to the globalization process? Small businesses’ perspective. Globalization means huge and profitable opportunities. To seize them, all businesses and companies should make some changes in their strategies. Investigate what would be the best action plan for them.
Cultural changes and the effect of feedback in an international company: a case study. Choose a multinational company. Study the impact of feedback (both from the employees and customers) on its organizational culture changes. What reaction does it provoke in the company?
Human resource management approaches in international non-profit organizations. In this study, look into the strategies HR managers apply in non-profit organizations. One of their main responsibilities is to monitor the performance of the employees. However, at the international level it becomes more difficult.
Leadership and organizational culture in making decisions about business strategies. In this research, you study the influence of the organizational culture on leaders. In the case of trying to initiate changes in the business strategy, how is a leadership decision taken?
The role of “ foreign direct investment ” in companies in developing countries: a case study of a large business. For this paper, pick a suitable company first. Aim for large companies in developing countries. Then conduct research and find out what strategies they have for foreign direct investments.
COVID-19 pandemic’s effect on workplace management in small businesses . The COVID-19 pandemic caused many companies to readjust their HR policies. For instance, they allowed their staff to work from home. Research this phenomenon in your thesis.
Social entrepreneurship for large companies. If you want to make the world a better place, social entrepreneurship is a suitable method. We usually associate it with small start-ups. But what about large companies? With this topic, you can research how the concept works for big firms.
How innovation affects demand in technology-driven businesses. This MBA dissertation topic combines business studies and technology . Examine how companies create products for establishing markets.
Management strategies in times of COVID-19: a case study . The pandemic has forced companies to use Zoom , Skype, and messaging instead of regular meetings. Review how executives can apply traditional management models in the digital space.
The impact of burnout on employees . Interview staff members and determine how burnout affects performance. Include the name of a company or industry in your dissertation’s title.
Tourism management in the Middle East.
How do natural disasters impact the demand for essentials?
Compare and contrast Asian and American leadership styles .
How does fluctuation in the stock market impact business operations?
The art of delegation : how to do it effectively and when to avoid it.
How can one efficiently lead a company when unforeseen circumstances occur?
What factors determine employees’ work satisfaction?
Study the link between a company’s success and innovation .
What can business managers do to bridge the gap between generations ?
Research the benefits of global and local brand management.
What causes changes in Chinese business culture?
Choose a small business and analyze its strategy.
Organizational changes : what factors impact transformation?
Internet banking : barriers to usage.
Create a business plan that is focused on a specific issue.
Conditions necessary for quality management in MNCs.
The role of E-commerce for food retailers.
Conduct a case study with the purpose to analyze one or several social phenomena.
Workplace ethics in small businesses.
The phenomenon of remote working and how it is affecting businesses.
Comparison of Generation X and the Millennial Generation .
Managing the Millennial Generation.
Current trends in consumer behavior in relation to advertising.
Analyze which countries margin financing is effective and why.
Analyze the macroeconomic factors affecting exchange rates.
An empirical analysis of the impact of organizational performance and leadership .

Law Dissertation Topics for Ph.D. Students

Legal science is not dull as one may think. It’s crucial to evaluate laws at any point in time. Do they fit the current norms? Does something or someone need more protection than before? If you want to garnish your legal education with a Ph.D., here are some topic suggestions:

Trust law: the circumstances when fully secret and half-secret trusts are necessary. Find out what are the principles that dictate the enforcement of the trusts. There are specific circumstances that determine whether creating trusts would be adequate and relevant. Make sure to take them into consideration.
Termination of employment in case of employees tested positive for HIV/AIDS. Your task would be to conduct research and see how HIV/AIDS employees are influenced in the workplace. The most common issues are discrimination and termination of employment.
The influence of the Global War on Terrorism on international criminal law. When the US launched the campaign against terrorism in 2001, international criminal law faced some changes. You can study the most significant changes that have been made.
The level of effectiveness of the US copyright law in relation to the rights of users. It’s an empirical research topic that would require collecting lots of data. Try to find some cases when the users were left cheated by copyright law. It would bring some diversity to the research and make it more interesting.
Study the effect that the US immigration policy has on education right now. Educational institutions are also required to adjust to changes connected with immigration. Different requirements and different curriculums are implemented to fit their needs. You are about to look into this issue.
Select a country and analyze its worker protection laws. Compare the rights and obligations of employees in two countries of your choice. What potential improvements can solidify employee rights ?
Protection of minorities, legal precedents. Minority rights are becoming more and more relevant. This topic allows you to discuss how laws can be changed to reflect it.
Regulation of cryptocurrency. Bitcoin and other cryptocurrencies allow for anonymity. Besides, they are not regulated by any state. In your thesis, you can analyze cryptocurrency regulations.
Fake news : legal responsibility. Review how the United States legal system approaches disinformation. Focus on false publications on news resources. Another possible topic is improvements to defamation laws.
Freedom of expression : a case during a pandemic. This topic is about false information in times of COVID-19. Examine how a state can balance freedom of expression with the spread of false information. Focus on this disease and the fake news about it.
Legal practices for preventing possible future pandemics.
Research ways of online journalism protection.
International law vs. the right to self-determination: comparative case studies of de facto states.
Review the history of fiscal laws in America.
Limits to freedom of expression in the US legal system.
Enforcing regulations concerning domestic violence .
Study criminal responsibility for drug possession in the US.
Criminalization of violence against women.
Review the legal framework for addressing foreign involvement in elections.
What was the government response to the COVID-19 pandemic?
Health standards for immigrant detention centers in the US .
Research the loopholes in the US immigration laws .
Birthright citizenship in the US: pros and cons.
1951 Refugee Convention: is it obsolete?
Illegal immigrants and their rights in the US justice system.
How criminal laws have been impacted around the world by the war on terror .
Choose a country and analyze their policies on discrimination.
Evaluate the protection given to minority shareholders as dictated by company law.
Provide a critical analysis of the law of omissions liability.
Investigate and analyze complaints filed in the criminal justice system .
A critical analysis of the reform of homicide laws .
The morality and impact of euthanasia and how Canada sets a precedent.
A detailed analysis of gender and race profiling of suspects in the criminal justice system .
Analyze the right to bear arms relative to the context in which the law was written into The Constitution.
Create case studies that represent a review of criminal negligence related to the Corporate Manslaughter and Corporate Homicide Act 2007.

Psychology Dissertation Topics

The mysterious ways of the human mind offer many research opportunities. Psychology encompasses sub-fields such as behavior and cognition. Whatever your area of expertise, you’ll undoubtedly find something interesting in the list below.

The current effect of the “price ending” method on the consumers’ behavior . Nowadays, everybody knows the most popular trick that shops pull to make customers buy the products. However, does understanding it make it easier to resist it? Is this psychological trap still working?
Burnout at the executive positions in massive US corporations: is it possible to prevent? The phenomenon of burnout is the most common issue that employees face nowadays. But there are ways to detected it at an early stage. Could they be used to predict and prevent this problem?
Mindfulness practices and their influence on students’ learning abilities at the top universities (e.g., Harvard). Mindfulness is proved to be extremely useful in overcoming stress and anxiety issues. However, does it affect the learning outcome of the students who study at the best universities in the world?
The individual struggles with gender issues and their impact on global gender inequality . Everything always starts with a small thing. For this paper, study the relation between some individual cases and the global issue. How do personal struggles contribute to the worldwide movement for justice?
The positive influence of irrational beliefs on mental well-being. In psychology, irrational beliefs are a set of values and opinions that people believe in despite rational evidence against them. However, what positive effect can they bring?
Ways of raising awareness of mental health problems. Mental health has been discussed more openly in recent years. Review how this open discussion affects views on personal mental health. As another idea for a psychology dissertation topic, research a specific illness.
Student burnout and ways to prevent it. Focus on the problems students face and what strategies can reduce their stress.
Pandemic and mental health . The COVID-19 pandemic forced many people to be in isolation from social contacts. Review the potential effects of this practice on people’s well-being. Discuss possible strategies for supporting mental health during possible future pandemics.
Weight, self-image, and mental health. A clinical psychology thesis can focus on the psychology behind excess weight. Discuss how weight affects a person’s perception of self. Assess implications for clinical psychologists who work with overweight patients.
Social media vs. reality: normalizing real people. Review current efforts of social media accounts in normalizing body image . Explain how this can reverse the damage that edited photos have on mental health.
How does gender bias affect mental health in America?
What factors affect women’s self-esteem in the workplace?
Specifics of transgender mental health.
Research the effect of immigration on mental well-being.
Study the psychology of racism and ways to combat it.
What distinguishes the mental health of minorities in the US?
Research the psychology of dissent in the Soviet Union.
The connection between stress and overeating: latest developments.
Assess the role of social support for losing weight .
What’s the role of prejudice in politics?
Assess the role of endurance in combating stress .
Developing hardiness: strategies and exercises.
What’s the effect of emotional resilience on mental health?
Helping teenagers overcome stress via relaxation techniques .
Look into the perception of anger and its effect on mental health.
Understanding the function of the prefrontal cortex in terms of how it is connected to other parts of the brain.
Understanding how the prefrontal cortex makes us human.
How emotional and anxiety disorders are connected to social cognition that is impaired.
Analyze the ability of an MRI to determine brain function.
Analyze the relationship between emotional and episodic memory.
A comparison of the plasticity of the child’s brain and the adult brain.
Analyze the continued relevance of Piaget’s theory of cognitive development.
An in-depth look at the social intuitionist model and how it relates to the emotion and reason involved in moral judgement.
How the evolution of the human brain can be understood in terms of children cognitive development .
A demonstration of the multi-dimensional nature of schizophrenia.
How rational thinking and impulse contribute to decision-making.
A systematic analysis and review of the psychology of religion.
How exposure to nature affects happiness.

Nursing Dissertation Topics

A nurse’s work is hard. Unfortunately, they rarely get the credit they deserve. With a Ph.D., you could become an advocate on the problem. Or you could concentrate on optimizing their work environments.

Exercise, changes in lifestyle , and self-tracking for diabetes prevention and management. Center your research on different lifestyle changes (exercise, reduced smoking and drinking) and explain how and why it prevents diabetes .
Influence of stigma related to HIV/AIDS on representatives of ethnic minorities: a case study of Native Americans. Using research, provide compelling evidence of how Native Americans are stigmatized and discriminated against.
Chronic illness management at home: recommended evidence-based practices. Using current nursing and other professional research, discuss how adults and seniors manage chronic and autoimmune diseases.
Depression and stress and their relation to preterm births in first-time mothers. Collect several articles about the issue and using their conclusions show how depression causes preterm births.
Burnout in nurses: factors that cause it and practical solutions for prevention . Present outcomes of burnout (decreased performance and concentration, subpar workplace environment) and illustrate how it affects hospitals on a more significant scale.
Public health: community-based measures to prevent morbid obesity. In this research, you can list various methods that include exercise and education and explain in detail how they prevent the spread of obesity.
Risk factors and injury rates in psychiatric nursing. Present statistics on different types of injuries in psychiatric institutions .
Cultural diversity and inclusion in nursing education . When researching diversity, make sure you are using examples of different minority groups’ perception of education.
Euthanasia legislation in the USA: ethical issues and debates . Provide a thoughtful discussion of ethical and legal issues surrounding euthanasia.
Organizational climate and its influence on perceived patient safety . Your study should focus on the importance of positive relationships between staff members, and its influence on the prevention of medical errors.
Dietary practices and their influence on the quality of life in patients with systemic lupus erythematosus. SLE is a complex disease that requires a multidisciplinary approach. Describe nutritional research approaches to SLE.
Fluoride application training in dental nursing.
Describe the specifics of nursing care for patients with diabetes .
Assess gender disparity in nursing research.
Study nurse burnout prevalence in neonatal care in your community.
Nursing staff advising DASH diet: effects on patients’ blood pressure.
What are the challenges of asthma management for nurses?
Nursing for autistic patients : the best strategies.
Racial differences in nursing care: a case study.
Evaluate nurses’ role in pain management for patients with dementia.
Study the connection between nursing staff turnover and burnout.
How is the role of a nurse changing in the modern healthcare system?
Review nursing practices for managing elderly patients.
A holistic approach to obesity management in nursing.
Describe the specifics of nursing in rural areas .
Physical activity and mental health: a nursing case study.
Discuss nursing pain relief strategies for general care.
Determine the ethical implications of nursing malpractice.
Nurses consultations for spinal cord injuries .
Nursing in an urban setting : challenges and prospects.
What are the specifics of pain management in obstetrical nursing?

Marketing Dissertation Topics

Good marketing is what made you buy that product you didn’t know you needed. Marketing needs plenty of scientific research for it to be successful. You can contribute to this effort with one of the following topic ideas:

Compare and contrast the effectiveness of traditional and digital marketing in the last five years. Marketing moves towards digital campaigns more and more every year. Though, traditional marketing still exists, of course. Your task is to compare every aspect of these two types in the span of the previous five years.
The specifics of the relationship marketing and its influence on the loyalty rates among customers: a case study of fast-food chains. Take a few fast-food chains to conduct this research. Then analyze their relationship marketing strategies. There should be a correlation between the methods they use and the loyalty of their customers.
Direct marketing and artificial intelligence: how do companies use it? The industry of marketing couldn’t have missed the opportunity to use the latest technologies for their benefit. Artificial intelligence helps some companies gain a competitive advantage. Find out what those benefits are.
Collectivism and individualism : how does culture influence supermarkets? There are some apparent differences in cultures when it comes to shopping. Each shop owner has to implement a specific marketing strategy for targeting the customers. Work on aspects that make those strategies successful in different cultures.
The strategies that make personalized products sell effectively. Everybody loves customized products, but it seems like not everybody is willing to share their data to get it. Therefore, businesses are forced to work it out. This research looks into marketing tools and methods they use to sell personalized products.
Influence of online shopping apps on impulsive buying behavior . Using prominent examples such as Amazon and eBay , elaborate how apps affect customer’s decision to purchase an item through recommendations.
Product design and its impact on consumer’s purchase decision. When preparing this thesis topic, consider using examples of large corporations such as Apple or IKEA to prove your point.
Customer loyalty : the importance of satisfaction and loyalty programs. Conduct research using available surveys on satisfaction and draw conclusions from these statistics.
Ethnic differences and their impact on brand perception. This research can review the types of products that target White or Black Americans specifically.
Preferences for green products: analysis of the income’s influence on consumer decisions. Compare what households are more likely to prefer green products.
Shopping habits of Muslim consumers in the USA: qualitative research. Here, you will need to do research by engaging Muslim Americans in your study; you can use interviews or surveys for this topic.
Social media and its impact on the promotion of small business. Make sure your reader understands how social media can promote or negatively present small business through customers’ comments.
Does globalization make preferences of customers from different socioeconomic backgrounds similar? Interview people from lower, middle, and upper class and discuss the preferences of American households.
Social media usage by international companies: a case study of Electronic Arts. Study the influence of customers’ reviews and opinions on EA’s sales.
Consumers’ perception of transaction safety in online shopping applications. Discuss how consumers learn to differentiate between reliable and unreliable apps for payments .
Marketing high tech products: a case study.
Study changing marketing techniques during the COVID-19 pandemic.
The future of big data uses in marketing.
Conduct a comparative analysis of offline vs. online advertising .
Explore the relationship between marketing strategies and sales.
Holiday marketing strategies in the 21st century.
Is marketing tailed towards model devices effective?
Study the rise of influencer marketing .
Review the newest trends in digital advertising .
Brand management in 2020: an analysis.
Assess the effect of advertising on consumer behavior.
Targeted ads: are they efficient?
How did marketing change during the COVID-19 pandemic?
Assess brand management’s contribution to consumer loyalty .
Impact of social media marketing on brand perception.
Google Analytics insights for marketing campaigns.
Marketing for minority populations.
Youtube marketing: the effectiveness of videos for brand promotion.
How does partnering with influencers impact brand perception?
Social influencer marketing for SMEs.

History Dissertation Topics

History is written not only by the victors but also by history students. Your dissertation can shine a light on understudied cultures. Or perhaps you want to focus on how a specific event impacted the world. Find inspiration among the following dissertation questions and ideas:

The historical context of the creation of Guernica by Pablo Picasso . War wasn’t the only inspiration for Pablo Picasso during the process of making Guernica . In this paper, you would look into the environment of the artist and try to identify what else brought him to the creation of this masterpiece.
Bismarck and radical nationalism: what influenced the political state? For this research, you would study the underlying reasons for German Nazism before the beginning of World War II. What factors gave it a start when Otto von Bismarck was in charge?
The rise of Bollywood: historical context. This paper focuses on the success of Indian Bollywood movies in the 1930s. You would need to look into the events that made those movies famous in the whole world. Don’t forget to mention the social views of Bollywood movies.
The influence of secrecy in the technology intervention during World War II. You would study the role that the US Patent and Trademark Office played in the development of special war technology . Secrecy helped to keep it away from the public and enemies. How did it influence the war?
Italian prisons in the 19th century: how were they managed after Unification? This paper would require you to study documentation on the management system prison used in Italy at the beginning of the 19th century. You should try to find some practices that might have been socially harmful.
Gender perceptions in the Middle Age. When preparing the dissertation, use both historical and literary sources to show how gender was presented.
Secularization in the American South during the post-war period. Provide a detailed discussion of secular societies forming in the South after the 1940s.
Representation of Jewish history in contemporary art: a case study of Art Spiegelman’s Maus . Using the comic book as the primary basis, explain how Jewish culture and history are presented there.

Quote by Elie Wiesel: “In Jewish history there are no coincidences.”

The history of medieval warfare and its influence on Modern Era warfare . When constructing this thesis, make sure you are using both historical and current research to provide details.
American-British relations during the Cold War Era . Explain how the Cold War Era changes these relations and what has affected it the most.
Germany’s foreign relations during the 1980s. Present a detailed overview of different foreign relations (e.g., with the USA, the USSR, the UK) Germany had during this period.
The financial crisis in the USA in 2007-2009. Using research and media sources, explain to the reader how the crisis is still affecting the USA.
The development of Austrian identity after World War II. In this case, you can use both historical evidence and Austrian literature that provides personal opinions of writers and artists on the issue.
The impact of the Great Depression on the American involvement in the World War II. To show your understanding of historical processes, demonstrate how the Great Depression affected the USA’s perception of WWII.
How I stopped worrying and learned to love the bomb: the development of nuclear warfare in the 20th century. Discuss the development of nuclear warfare in the USA and the USSR.
What was the role of China in the Cold War?
How did the Spanish Flu affect the pandemics that followed it?
Determine the influence of the stock market crash in 1929 on the World Wars.
First Battle of Marne’s impact on the outcomes of WWI.
Tool usage and creation: Aztecs vs. Mayas.
How did the enlightenment philosophy impact the development of the natural sciences?
The effects of Christianization in sub-Saharan Africa.
Assess the role of slavery in the US civil rights movement.
Study the history of LGBT rights establishment in the US.
What are the origins of slavery in Africa?
The Moon Landing and its impact on space exploration.
Explore the role of the Bible in Jewish history.
The US’ involvement in WWII.
The aftermath of WWII: major historical events.
Research the link between the Mexican-American War and the Gold Rush .
Cold War insights: lessons from the Suez Crisis.
Explore the role of democratization in the Soviet Union collapse.
Global cooperation in early modern Europe.
Study the legacy of the arms race.
How did the First Ladies influence life in the 20th century America?

Dissertation Topics in Management

Companies and employees alike benefit from well-thought-out management strategies. So, a thesis in management has the potential to improve work environments even further. Kickstart your research by choosing one of the following topics:

Ecotourism in Canada: issues and trends in small business. Explain issues that arise in ecotourism with climate change.
Management ethics: how social media affects employees’ privacy and organizational climate. Present examples of negative and positive influence.
Leadership styles : a comparison of democratic and autocratic leadership. Discuss what leadership style should be chosen to rule various companies, depending on their business plan.
Political risk and its influence on emergency management . Explain how political crises affect and shape emergency management.
Cultural diversity and its impact on employees’ satisfaction and commitment. Show what advantages and disadvantages there are in cultural diversity.
Economic growth and unemployment rates in Australia during the 1990s: a historical perspective. Explain the causes of economic growth and unemployment.
Challenges in human resources management working with millennials: qualitative research. Discuss what particular challenges HR managers face and how they can be addressed.
The significance of organizational routines in international corporations: a case study of Google. Conduct research on the importance of routine and its impact on performance.
Computer skills and management: the effectiveness of computerized management information system in rural areas. Describe how digital management can be effectively applied in companies working in rural areas.
The history of digital rights management in the USA. Present the changes in the field during the 1990s-2010s.
Analyze the best leadership styles for SMEs.
Examine the changes entrepreneurship underwent in the past decades.
How do leadership styles relate to work satisfaction ?
Overview of business negotiation methods using technology.
Ways of integrating corporate social responsibility (CSR) practices.
Discuss the specifics of airline companies’ management .
Choose a theory of motivation in the workplace and make a case study on it.
Study change management in SMEs in times of a crisis.
Managing diverse workforce: a qualitative analysis.
Use of employee voice in US companies.
Research the relationship between the organization’s goals and a manager’s behavior.
What are the best current practices in public administration ?
Applying strategic human capital principles in practice.
The study of female CEOs in a country of your choice.
Employees’ perception of change management : a quantitative analysis.
A study of employees’ resistance to change.
What’s the correlation between a CEO’s leadership traits and employee motivation ?
Workplace risk management : a study of psychosocial hazards.
Conduct a quantitative study of the gender pay gap for CEOs.
Research the relationship between management style and employee productivity .

Qualitative Dissertation: Ideas for Proposals

If you want your thesis to be more practical, you’ve come to the right section. Common approaches for qualitative dissertations include researching case studies, surveys, or ethnographies. Because of this, fieldwork will be an integral part of your doctorate journey.

A comparison of teaching techniques that targeted children with autism in the 20th and 21st centuries. Provide a detailed overview of techniques and explain how research affected them.
The development of cognitive-behavioral therapy and its effectiveness in patients with eating disorders . Present the history of CBT and use recent research to demonstrate its effectiveness.
Ageism and sexism in international organizations of the fashion industry. Describe how the fashion industry defines what it means to be “young and beautiful.”
Addressing sexual harassment at the workplace : the influence of organizational policies on targets’ decision to file a complaint. Explain what policies can support the target and what can prevent such decision.
Strategies to eliminate bias in self-evaluation reports of employees. Using research in HRM, outline the best strategies that are currently used to avoid bias .
Post-cancer therapy: issues and trends. Present and discuss various trends, the research behind them, and the effectiveness of different types of therapy.
A family history of abuse and its influence on drug use in adults. Explain how abuse can provoke addiction in the future.
The importance of trusting doctor-patient relationships on patient’s medication adherence and management of a healthy lifestyle. Describe how such relationships negatively or positively affect a patient’s decision to take medicine as prescribed.
Barriers to the acquisition of social support among young men and women veterans in the USA. Discuss mental and physical disorders as major barriers.
Single mothers’ perceptions of breastfeeding in public places: qualitative research. Conduct interviews to find out their opinion.
The impact of online learning on student’s academic performance.
A study of the youths’ perception of learning smartphone applications.
Research the issue of gender bias in college education.
Student’s perception of the mental health support and impact on campus.
Perceptions of charter school education in the 21 century.
Discuss homeschooling and its effect on a child’s socialization.
What’s the impact of cyberbullying on teenagers’ mental health?
How inmates perceive alternative forms of incarceration.
Gun violence from the perspective of victims.
Research bias towards video games as an art form.
In what ways are minorities disadvantaged in America?
Evaluate cooking as a therapeutic exercise.
Assess the link between a principal’s leadership style and the school’s rating.
The effect of online counseling on patients’ mental health.
Perception of mental health stigma among students.
How does gig economy re-define work?
The implications of freelancing in the 2020s.
Opinions about a 6-day work week in your community.
Assess the process of adaptation to working from home .
Conduct a research study of views on the BLM movement outside the US.

Quantitative Dissertation Proposal Topics

Some scholars just love working with data. Are you one of them? Then you’ll probably enjoy quantitative research. If you’re into finding patterns and making predictions, here are some enticing topics:

A study of a major city’s livability index. Choose a city and assess whether it’s well-designed or not.
A quantitative study of biofilms in technology. Discuss methods of using biofilms in technology. Include a list of recent advances and new tools.
A quantitative study of teachers’ perception of online learning . This topic prompts you to use an evaluation scale.
An assessment of a link between product reviews and intention to purchase. Study the effect online reviews have on potential customers.
Immigration and its connection to crime statistics . Analyze data on immigration to the US and the number of violent crimes. Determine the relationship between the two phenomena.
The relationship between obesity and occupation. Assess the BMIs of participants of different professions. Then, test the results for a correlation and discuss its implications.
A relationship between nurses’ knowledge of diabetes management and patient satisfaction. Assess the nurses’ knowledge about diabetes and compare the results with patient satisfaction scores. Thus, you can determine if expertise translates into better care.
A study of the economic impact of the COVID-19 pandemic on SMEs financial operations. With this qualitative dissertation proposal in business and management, choose a small company. Analyze its financial data pre- and post-pandemic. Include a discussion of financial management during pandemics.
A study of millennials ’ pet ownership. Determine the percentage of millennials who have pets. Compare these patterns with previous generations.
Economic growth and urbanization. Compare the empirical data about the state of economics and the number of people living in cities.
Determine how urbanization affects bacterial community compositions.
The economic impact of immigration on SMEs.
Study the rates of crimes in the US in relation to nonviolent crimes.
How do various teaching styles affect learning?
Compare overconfidence in CEOs of SMEs and corporations.
How does inclusive language influence social behavior?
Assess consumers’ satisfaction with online banking in your area.
Evaluate crude oil price prediction methods.
Is there a link between smartphone use and mental illness?
Correlation between eyewitness identification and memory
What are the attitudes towards AI development among women?
Determine the rates of cybercrimes since the 1990s.
A study of the police brutality cases across the US in the last decade.
Correlation between education level and employment.
The presence of sleep disorders in mental illnesses.
Assess the attitudes towards medical care in the US .
Determine the correlation between eating disorders and physical illness.
Study the rates of cyberbullying among minority students.
How various religious groups influence politics : a game-theoretical approach.
Does regular exercise decrease symptoms of depression in adults?

Dissertation Topics in Educational Leadership

Educational leadership is a science focused on helping students to achieve their academic goals. It includes the motivation of staff and learners, improvement of educational programs, and creation of a healthy, productive environment in institutions. Want to dedicate your research to it? Take a look at these topic samples:

Fatigue among American medical students. Medical students often need to memorize and analyze big portions of information. That is why many of them don’t sleep enough, get tired quickly, and find it hard to concentrate. What can be done about it?
How did the COVID-19 pandemic and distance learning affect students’ motivation? Online education has multiple benefits and drawbacks. Some students might find it easier to get access to various textbooks online. Others want to return to campus. What is their motivation ?
Creating better learning conditions on campus : the challenges in 2022. With the increasing speed of technological progress, it is hard to catch up with the latest innovations. Explore them in your dissertation. For instance, you can focus on facilities for students with special needs .
How can we enhance discipline among first-year students on campus? For some younger students, it is hard to get used to living on their own. They need to accept new responsibilities, find time to take care of themselves, and organize their lives. How can we help them?
Development of soft skills among undergraduate students. For future employers, soft skills are as important as hard skills. That is why colleges need to pay attention to soft skills such as time management , communication, and creativity.
The efficiency of workshops for enhancing students’ creativity.
Do nutrition habits influence the studying process?
The importance of mental health care in high school.
What leadership styles are the most efficient in college communities?
Does the implementation of early childhood education lead to further academic success?
What is the role of school counseling among teenagers?
What psychological factors make students drop out of college?
Developing leadership qualities among MBA students.
How to help college athletes to cope with psychological and physical pressure.
Ways of reducing anxiety levels among criminology students.
Helping students to choose their majors and find a career path.
How to enhance communication between higher education administration and students?
Motivating students to succeed after graduation .
Why do we need psychology classes in high school?
How can we prevent the bullying of Latin American students in middle and high school?

✅ How to Choose a Thesis Topic: Main Steps

In case you have no idea where to start from, here is a quick guideline on how to choose a Ph.D. thesis topic:

We hope this article helped you to choose a suitable topic for your dissertation. We wish you good luck with your research!

Learn more on this topic:

Dissertation Critique: Examples, How-to Guide
The Ultimate Guide to Writing an Outstanding Dissertation
How to Write an Abstract: Brief Steps and Structure Example

✏️ Dissertation FAQ

While working on a dissertation, you might deal with several types of research. The main research types are primary, qualitative, quantitative, and legal. In any case, it’s the way in which a researcher studies the subject using a particular methodology.

First of all, make sure that you are personally fascinated by the subject. This is essential for any thesis, be it master’s or an undergraduate dissertation. Besides, make sure the topic is feasible and hasn’t been studies much.

A good dissertation title is the one that represents the subject under study. To state which aspect is being studied is also important. The title should include neither a hypothesis nor a conclusion: think about it as “spoilers”—nobody likes them.

Just like any paper, a great dissertation is the one that is well-organized. The topic of the paper should correspond to the title. The text should have a cohesive structure with a definite introduction, argumentative main part, and a logical conclusion.

🔗 References

Dissertation Topics 1961-Present: Rudgers University
Completed Thesis and Dissertation Topics: University of Florida
Current Legal Topics: Library of Congress
The Right Dissertation Topic: Academics.com
Days and Nights at the Museum…there’s a Dissertation for that!: Proquest.com
Dissertation Titles: University of Michigan
How to Pick a Master’s Thesis Topic: Medium.com
How to Come Up With a Thesis Topic: Gradschools.com
How to Choose Your Thesis Topic: Central European University
How Do I Choose a Thesis Topic?: Grad School Hub
Senior Thesis Topics: Hamilton College
Arizona Research Topics: Arizona State Library
Dissertation Proposal: Bartleby.com
Dissertation Guide Essay
How to Start Your Dissertation: 10 Top Tips: Studential.com
How to Write a Dissertation or Bedtime Reading for People Who do not Have Time to Sleep: Purdue University
A Step-By-Step Guide to Writing a Ph.D. Dissertation: ThoughtCo
Dissertations Guide from The University of North Carolina at Chapel Hill
Developing a Thesis Statement: University of Wisconsin Madison
Thesis/Dissertation Writing and Editing, Formatting, and Defending: Massey University
Business Management Research Topics: Top Universities
Law Topics: Law.com
Psychology Topics: APA
Marketing Topics: Marketing Profs
Topics: History.com
Computer Science: Encyclopedia Britannica
Humanities: Research Topics Ideas: University of Michigan-Flint
Art Topics: Art UK
Topics: American Association for the Advancement of Science
Nurses Topics: Medscape
Architecture: Research Topics: University of Washington
Topics in Geography: Research Gate
New Topics in Sociology: University of Toronto
Business Management Topics: The University of Maine
Qualitative Case Study: Science.gov
All Topics: Science News
Criminology: Science Direct
Topics in Literature: Sheridan College: Libguides
Advanced Computer Science Topics: The University of Texas at Austin
Application of Computer Techniques in Medicine: NIH
Important Leadership and Management Topics: WHO
Quantitative Research: University of Southern California
Action Research: Brown University
10 Traits of Successful School Leaders: University of San Diego
HIST 280 Topics: Texas A&M University
The Relationship Between Burnout, Depression, and Anxiety: Frontiers In
College of Nursing: University of Missouri–St. Louis
All Topics: Educause
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Title: using quantum computing to infer dynamic behaviors of biological and artificial neural networks.

Abstract: The exploration of new problem classes for quantum computation is an active area of research. An essentially completely unexplored topic is the use of quantum algorithms and computing to explore and ask questions \textit{about} the functional dynamics of neural networks. This is a component of the still-nascent topic of applying quantum computing to the modeling and simulations of biological and artificial neural networks. In this work, we show how a carefully constructed set of conditions can use two foundational quantum algorithms, Grover and Deutsch-Josza, in such a way that the output measurements admit an interpretation that guarantees we can infer if a simple representation of a neural network (which applies to both biological and artificial networks) after some period of time has the potential to continue sustaining dynamic activity. Or whether the dynamics are guaranteed to stop either through 'epileptic' dynamics or quiescence.

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Playboy image from 1972 gets ban from ieee computer journals, use of "lenna" image in computer image processing research stretches back to the 1970s..

Benj Edwards - Mar 29, 2024 9:16 pm UTC

On Wednesday, the IEEE Computer Society announced to members that, after April 1, it would no longer accept papers that include a frequently used image of a 1972 Playboy model named Lena Forsén. The so-called " Lenna image ," (Forsén added an extra "n" to her name in her Playboy appearance to aid pronunciation) has been used in image processing research since 1973 and has attracted criticism for making some women feel unwelcome in the field.

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HP PCs - How to reset your computer to factory settings (Windows 11, 10)

Resetting your computer to factory settings might be necessary if the operating system is damaged, the hard drive is corrupted, the computer is infected by a virus, or you are transferring ownership of the computer. HP System Recovery removes all hard drive data and reinstalls the original operating system.

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Before performing a system recovery, review the topics that might prevent the need to run a recovery or might help to ensure a successful recovery.

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HP recommends that you back up your files on an external drive or CD/DVD on a regular basis. Scheduled backups can help you recover some, if not all, of your information in the event that something happens to the original files on your computer.

Factory resetting your computer destroys all the files on the hard drive . If you did not back up your files before running a factory reset, the computer might display a prompt to make a backup copy of your files before the reset performs any action that erases or deletes files.

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Information Technology Dissertation Topics

Published by Owen Ingram at December 29th, 2022 , Revised On March 23, 2023

Information technology stands out as one of the latest discoveries of the twenty-first century. According to researchers, technology is currently undergoing an era of transformation. Yet, despite all the hype, many students struggle to figure out a topic for their degree in Information Technology.

Nonetheless, we are right here to direct our students and show them a ray of hope. A comprehensive list of advanced dissertation topics in the field of information systems is provided below for students to pick a topic that suits their interests and research.

Related Academic Resource: Business Information Technology Topics , Technology Dissertation Topics , Green Technology Dissertation Topics

List of IT Dissertation Topics Having Potential for Research

A literature analysis on the information quality management framework
A comprehensive investigation of the information system hierarchy
Big data and business intelligence are essential for sustainable development in organisations: Discuss a UK-based perspective
Correlation between Information systems management and risk management infrastructure to achieve business risk resilience
Impact of the Coronavirus on the management of X country’s information systems
The function of structured versus unstructured data in managing information systems
A review of the literature on business intelligence management and information systems
Pre- and post-COVID analysis of the impact of information systems on organisational performance
Implementing IT governance and managing information systems
A descriptive overview of IS strategic planning and management services
A review of the literature on international information system security
Information systems management historical analysis focusing on the last three decades
The part that planning, alignment, and leadership play in information systems management
A systematic review of the post-COVID era for information systems management research
Difficulties and possible challenges in the International Management of Information systems
A thorough analysis of information policy and global information systems management
How to handle data management in the era of 5G technologies?
Human-computer interaction’s effect on innovations
How does machine learning introduce students to more modern career opportunities?
Consider the use of molecular information systems in biotechnology
How has information technology aided in the processing of natural language?
What are the most recent advancements in software engineering and programming languages?
An examination of new potential in the robotics industry.
What factors should I take into account while buying a bandwidth monitor?
How do we develop an efficient clinic management system for intensive care?
Reasons why e-waste management solutions should be used worldwide ASAP
Motives for why cyberbullying persists in modern communication technologies
Interpersonal communication has changed as a result of the development of information technology
The effect of 3D printing on medical practice
How well do colleges and universities produce qualified computer scientists using robots in infectious disease units?
How ethical hacking has become more harmful
Why having specialised financial systems is important
What is the best security precaution: A fingerprint or a serial number?
How to strengthen patent protection for technical advances?
An overview of the many software security measures.

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Universal brain-computer interface lets people play games with just their thoughts

Imagine playing a racing game like Mario Kart, using only your brain to execute the complex series of turns in a lap.

This is not a video game fantasy, but a real program that engineers at The University of Texas at Austin have created as part of research into brain-computer interfaces to help improve the lives of people with motor disabilities. More importantly, the researchers incorporated machine learning capabilities with their brain-computer interface, making it a one-size-fits-all solution.

Typically, these devices require extensive calibration for each user -- every brain is different, both for healthy and disabled users -- and that has been a major hurdle to mainstream adoption. This new solution can quickly understand the needs of an individual subject and self-calibrate through repetition. That means multiple patients could use the device without needing to tune it to the individual.

"When we think about this in a clinical setting, this technology will make it so we won't need a specialized team to do this calibration process, which is long and tedious," said Satyam Kumar, a graduate student in the lab of José del R. Millán, a professor in the Cockrell School of Engineering's Chandra Family Department of Electrical and Computer Engineering and Dell Medical School's Department of Neurology. "It will be much faster to move from patient to patient."

The research on the calibration-free interface is published in PNAS Nexus .

From left to right: Satyam Kumar, Hussein Alawieh and José del R. Millán.

The subjects wear a cap packed with electrodes that is hooked up to a computer. The electrodes gather data by measuring electrical signals from the brain, and the decoder interprets that information and translates it into game action.

Millán's work on brain-computer interfaces helps users guide and strengthen their neural plasticity, the ability of the brain to change, grow and reorganize over time. These experiments are designed to improve brain function for patients and use the devices controlled by brain-computer interfaces to make their lives easier.

In this case, the actions were twofold: the car racing game, and a simpler task of balancing the left and right sides of a digital bar. An expert was trained to develop a "decoder" for the simpler bar task that makes it possible for the interface to translate brain waves into commands. The decoder serves as a base for the other users and is the key to avoiding the long calibration process.

The decoder worked well enough that subjects trained simultaneously for the bar game and the more complicated car racing game, which required thinking several steps ahead to make turns.

The researchers called this work foundational, in that it sets the stage for further brain-computer interface innovation. This project used 18 subjects with no motor impairments. Eventually, as they continue down this road, they will test this on people with motor impairments to apply it to larger groups in clinical settings.

"On the one hand, we want to translate the BCI to the clinical realm to help people with disabilities; on the other, we need to improve our technology to make it easier to use so that the impact for these people with disabilities is stronger," Millán said.

On the side of translating the research, Millán and his team continue to work on a wheelchair that users can drive with the brain-computer interface. At the South by Southwest Conference and Festivals this month, the researchers showed off another potential use of the technology, controlling two rehabilitation robots for the hand and arm. This was not part of the new paper but a sign of where this technology could go in the future. Several people volunteered and succeeded in operating the brain-controlled robots within minutes.

"The point of this technology is to help people, help them in their everyday lives," Millán said. "We'll continue down this path wherever it takes us in the pursuit of helping people."

Brain Tumor
Medical Devices
Nervous System
Psychology Research
Brain-Computer Interfaces
Language Acquisition
Brain Injury
Intelligence
Brain damage
Encephalopathy
Brain tumor
Positron emission tomography
Virtual reality
Alzheimer's disease
Psychopathology
Memory-prediction framework

Story Source:

Materials provided by University of Texas at Austin . Note: Content may be edited for style and length.

Journal Reference :

Satyam Kumar, Hussein Alawieh, Frigyes Samuel Racz, Rawan Fakhreddine, José del R Millán. Transfer learning promotes acquisition of individual BCI skills . PNAS Nexus , 2024; 3 (2) DOI: 10.1093/pnasnexus/pgae076

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