capstone project ideas computer science

2021 Capstone Projects

To wrap up their undergraduate experience at CU Boulder, computer science students participate in a year-long senior capstone project that gives them a chance to put their skills into practice on real-world projects, as well as to make important professional connections. Software design projects are sponsored by companies, academic units and individuals who volunteer their time to work closely with students throughout the year.

This year, 27 teams completed their software design projects despite the challenges of distance and pandemic. Thank you to all of the students and project sponsors who worked through these uncertain times -- congratulations on a job well done!

We asked each team to put together a video to introduce their team, demo the final product and share about their journey.

Evaluating Internet of Things (IoT) Protocols

BISON (BI Incorporated Stream Optimization Network)

Team Members : Jared Keefer, Leyen Qian, Tyler Tokumoto, Erik Rhodes, Tianchen Wang

Mobile App - Boulder Apple Tree Project

Mobile Apps to Reduce Cross-Race Recognition Deficit - CU Psychology

Identity Graph Insight Tool - FullContact

Automated Ingestion Data System - Gloo

Website Redesign - Innovar Group

Crime Maps - Caliber Public Safety

Donor Relations - CEAS advancement team

Locomotive training software support - Union Pacific PST

Mobile App - INSIGHTS Intervention

Transcript Corpus + Moody's Manuals - Leeds School of Business

Everglades Wargame - Lockheed Martin

Data Science Models - Lockheed Martin Space

First responders reporting tool - Caliber Public Safety

Machine Learning Evaluative Framework - Terumo Blood and Cell

Parallel SPICE Implementation - NASA JPL

Factory Automation Solutions - Festo

Team Members : JC Abrahamson, Taylor Ellis, Tim Euken, Jack Holland, Emily Millican, Bryn Sorli

Infrastructure and Radio Transcription - Digiclips

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The Best 150 Capstone Project Topic Ideas

10 May 2022

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❔What is a Capstone Project?

Capstone Project Ideas:

✅Capstone Writing: 10 Steps

The long path of research works ahead, and you can’t find any capstone project ideas that would be interesting and innovative? The task can seem even more challenging for you to feel all the responsibility of this first step. The top 150 capstone ideas presented below aim to make a choice not so effort-consuming.

With the list of the capstone project topics we've picked for you, you'll be covered in major subjects. Continue reading, and you'll get ideas for capstone projects in information technology, nursing, psychology, marketing, management, and more.

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What is a Capstone Project?

Educational institutions use the capstone project to evaluate your understanding of the course on various parameters. For the students, the work on the project gives an excellent opportunity to demonstrate their presentation, problem-solving and soft skills. Capstone projects are normally used in the curriculum of colleges and schools. Also called a senior exhibition or a culminating project, these assignments are given to finish the academic course.

This assignment has several different objectives, among which are the following:

It's not that easy to pick the right capstone paper topic. The problem intensifies as each student or separate teams have to work on a single assignment which has to be unique. The best capstone project ideas may possibly run out. However, whatever topic you opt for, you’d better start your preparation and research on the subject as early as possible.

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Amazing Capstone Project Ideas for Nursing Course

Studying nursing is challenging, as it requires a prominent theoretical foundation and is fully practical at the same time. You should have to do thorough research and provide evidence for your ideas, but what to start with? The preparation for your capstone project in nursing won’t be so overwhelming if you make use of these capstone title ideas:

Attractive Computer Science Capstone Project Ideas

Computer science is so rapidly developing that you might easily get lost in the new trends in the sphere. Gaming and internet security, machine learning and computer forensics, artificial intelligence, and database development – you first have to settle down on something. Check the topics for the capstone project examples below to pick one. Decide how deeply you will research the topic and define how wide or narrow the sphere of your investigation will be.

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Several High School Education Capstone Project Ideas for Inspiration

High school education is a transit point in professional education and the most valuable period for personal soft skills development. No wonder that the list of capstone project ideas in high school education involves rather various topics. They may range from local startup analysis and engineer’s career path to bullying problems. It’s up to you to use the chosen statement as the ready capstone project title or just an idea for future development.

Capstone Project Topics in Information Technology – Search for Your Best

Information technology is a separate area developed on the basis of computer science, and it might be challenging to capture the differences between them. If you hesitate about what to start with – use the following topics for capstone project as the starting point for your capstone research topics.

Psychology Capstone Project Ideas

Society shows increasing attention to mental health. The range of issues that influence human psychology is vast, and the choice may be difficult. You’ll find simple capstone project ideas to settle on in the following list.

Stuck with finding the right title?

Get plenty of fresh and catchy topic ideas and pick the perfect one with PapersOwl Title Generator.

Capstone Project Ideas for Management Course

Studying management means dealing with the most varied spheres of life, problem-solving in different business areas, and evaluating risks. The challenge starts when you select the appropriate topic for your capstone project. Let the following list help you come up with your ideas.

Capstone Project Ideas for Your Marketing Course

Marketing aims to make the business attractive to the customer and client-oriented. The variety of easy capstone project ideas below gives you the start for your research work.

Best Capstone Engineering Project Ideas

It’s difficult to find a more varied discipline than engineering. If you study it – you already know your specialization and occupational interest, but the list of ideas below can be helpful.

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Capstone Project Ideas for MBA

Here you might read some senior capstone project ideas to help you with your MBA assignment.

Capstone Project Ideas for an Accounting Course

Try these ideas for your Capstone Project in Accounting – and get the best result possible.

Capstone Writing: 10 Essential Steps

Be it a senior capstone project of a high school pupil or the one for college, you follow these ten steps. This will ensure you’ll create a powerful capstone paper in the outcome and get the best grade:

Preparation of a powerful capstone project involves both selection of an exciting topic and its in-depth examination. If you are interested in the topic, you'll be able to demonstrate to your professor a deep insight into the subject. The lists of ideas above will inspire you and prepare you for the successful completion of your project. Don’t hesitate to try them now!

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100 Outstanding Computer Science Capstone Project Ideas

Whenever the question pops up, ‘who can do my computer science capstone project’ one will only settle for expert writers. Why is this so? The magnitude and extent of such a project do not allow for any mediocre writing service. Only the best!

Before we embark on the topic ideas, we will explore some foundational guidelines to bring you up to speed with what this is all about.

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It refers to a technical writing project that students undertake to crack a substantial problem. They do this using the knowledge gained from the many areas in computer science. It tells you that a capstone is not your ordinary ‘about me’ essay.

Students will have to conduct the following in this paper:

Therefore, you will have to go out of your way to identify knowledge gaps in computer science and offer solutions. Since this form of writing is a stepping stone to your next level of study, there is no room for mediocrity.

That is why you need to extensively do your research to develop an exciting and comprehensive computer science capstone topic.

The technicality of this subject makes it hard for most students to write on it effectively. However, you will finish this paper with the easy to follow the guidelines below in no time. Let us delve right into now:

Select your topic: Have a topic that interests you and adds value to the readers. It will determine whether you will complete the paper in time or not. Write your introduction: It forms the foundation of your report. Have a well-focused thesis statement that addresses the topic precisely. Literature review: Show the relevant sources you used during your research with the knowledge gained. Identify the areas of need that you got from the existing documents. The research methodology: Write on the steps you took to arrive at your findings. Which methods did you use, and why? Did they help you find an answer to your research problem? Results of the research and discussion: What did you identify from the research? Is it in line with your hypothesis? If no, what are the new findings? Conclusion and recommendations: Sum up your paper by giving a summative statement showing if you solved the problem or not. You can suggest areas that need further research. References: Provide a list of your references using the appropriate citation and referencing style.

Are you now ready for a list of comprehensive computer science capstone ideas? Scroll down.

It is not easy to handle such an assignment without quality capstone project writing help. Such assistance will not only give you writing ideas but custom computer science capstone projects as well.

Do not say to yourself that ‘I do not need help with my capstone project.’ Everyone needs it for your information – beginners, seniors, and even professionals. Get the best online writing help today at cheap rates and complete your assignment on time.

Top 225 Innovative Capstone Project Ideas for Students

Table of Contents

Are you searching for creative capstone project ideas? Don’t worry! Like you, many students are struggling to come up with a unique capstone project topic. So, to help you all, here in this blog post we have identified and listed the best 200+ capstone project ideas on all the major subjects. Continue reading this blog post and earn the necessary academic benefits.

What is a Capstone Project?

Schools and colleges use a parameter known as a capstone project to evaluate students’ overall comprehension at the course’s conclusion. Typically, it enables the students to demonstrate their abilities in communication, presentation, and problem-solving, and the project is extremely beneficial to them.

The primary objective of the capstone project assignment is to inspire students to plan independently, conduct in-depth analysis, collaborate with others, and meet deadlines. In most cases, instructors will assign each student or a group of students to finish their capstone project ideas assignment.

If you are required to complete a capstone project on any subject, you must look for the best project ideas related to that subject. The task of choosing a topic for the project is hard. It takes a lot of planning to find a good and creative idea for a capstone project.

How to Select a Good Topic for Capstone Project?

The initial step of the capstone project is identifying a good topic. There is a high likelihood that you will receive low grades if you choose a subpar topic for your project. Therefore, when choosing a topic, ensure that you keep the following guidelines in mind because it would help you to improve your grades.

Before you start working on your capstone project, make sure you contact your professor or teacher to get their final approval. This will ensure that you don’t miss any opportunities to get feedback on the topic.

Innovative Capstone Project Ideas

Here, we have listed the capstone project ideas on all the major subjects such as accounting, business, engineering, information technology, computer science nursing, psychology, marketing, management, and many more.

Check the list and spot the capstone project idea that is appealing to you.

Capstone Project Ideas on High School Education

Few High School Capstone Project Ideas

Accounting Capstone Project Ideas

Business Capstone Project Ideas

Computer Science Capstone Project Ideas

Engineering Capstone Project Ideas

Capstone Project Ideas in Information Technology

Marketing and Management Capstone Project Ideas

Nursing Capstone Project Ideas

Psychology Capstone Project Ideas

Capstone Project Ideas in Political Science

Political Science Capstone Project Ideas

Trending Capstone Project Ideas for Politics

Final Words

To submit the best project and get an A+ grade, an original capstone project topic alone will not help you. You need to perform in-depth research on the topic and present your project work effectively and efficiently.

If you want more creative capstone project ideas or any academic help to complete your capstone project, then reach out to us. We have a team of highly experienced academic writers to assist you in completing the capstone project on any subject topic as per your requirements on time at an affordable price.

Why are you waiting? Quickly place your order and get instant assignment help from our experts to earn the highest possible grade for a top-quality capstone project.

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Information and Computer Sciences

University of Hawai‘i at Mānoa

Capstone Project

The Capstone course (ICS 496) is an undergraduate course that provides final-year undergraduate students with the opportunity to work in teams and apply the knowledge and skills they have acquired during their educational journey in the ICS department to plan, execute, deliver, and present a software development project. This course is designed to give students real-world experience of what it is like to work on a software development project and to prepare them for the demands and expectations of the industry.

The Capstone course is optional for ICS students who entered the major before Fall 2020. Students who entered the BS CS (General) major in or after Fall 2020 must complete a capstone project in their senior year. Students in the Security Science or Data Science track are not required to take the capstone course. Students may also receive credit for a capstone project if they are engaged in a software development effort as part of an internship (based on instructor approval).

Students will work on team-based projects sponsored by various entities, including the faculty of the ICS department, faculty from other departments within the university, state/federal agencies/departments (e.g., US Army), non-profit organizations, or industry partners. Students will work closely with their project sponsors throughout the project lifecycle, which will involve regular communication, collaboration, and demonstrations to ensure that the project meets the sponsor’s expectations and requirements. The project sponsor will provide guidance and feedback to the students and be available to answer questions and address any issues that may arise during the project. This approach provides students with experience in stakeholder collaboration and communication, which is essential to the success of real-world software development projects and for the students’ professional development. The project sponsor will also be responsible for providing the course instructor with evaluations for each student at the end of the semester.

Throughout the semester, there are predefined checkpoints for students to prepare and deliver presentations that outline their progress and identify any issues or risks they have encountered. Students will also present software development best practices and project management techniques they utilize in their projects. The course instructors will evaluate the presentations and provide feedback and guidance to the teams on overcoming obstacles and moving forward with their projects. Upon course completion, each team will create and present a poster about their project at the semester’s ICS Project Day. Attendees at the event include faculty and staff of the department and university, project sponsors, local industry leaders, and other special invitees.

Course Registration

Students will need to register for ICS 496. If you need help registering, please contact your academic advisor. For more information about the course, please email Prof. Anthony Peruma with questions.

Potential Sponsors

Are you interested in sponsoring a project? The ICS Department welcomes project proposals for the Capstone course. The proposed project must involve students working in a team to build a software application (website, mobile app, desktop app). As a project sponsor, you would be required to meet weekly with your project team. Please email Prof. Anthony Peruma with details about your project or questions about the Capstone course.

Capstone projects

Sponsors help educate the next generation of engineers and computer scientists. Capstone projects provide students with real-world experience and a chance to learn what to expect as employees. As a sponsor, you will have an opportunity to observe students and interact with them on the project, to potentially hire them after graduation. Capstone also gives your company a way to develop connections with the university and faculty for other future research collaborations. It can be an inexpensive way to get started on some of the exploratory ideas or projects at your company, and to test or further develop those ideas.

For more details on sponsoring a capstone project, contact [email protected] .

Project examples

Computer science students created Pet Match (pictured right), a mobile app for pet browsing, matching and adoption, for the Humane Society of SW Washington.
Mechanical engineering students designed a modular steel pallet rack for transporting and storing a variety of concrete products for Columbia Machine.
Electrical engineering students designed and built an optical module tester that allowed for quick detection and ease of use in the field for US Digital.

Capstone sponsors work with a team of students over the course of an academic year, beginning with the proposal of a suitable project, and concluding with a prototype and presentation of results.

135 Best Capstone Project Ideas For Students To Consider

Table of Contents

Struggling to find an idea for a capstone project? This blog post will provide a list of creative capstone project ideas. Also, it will teach you how to pick a good topic for a capstone project.

Basically, at the end of the course, to evaluate the overall understanding of the students, the schools and colleges will ask every student or team to finish their assignment on any unique capstone project ideas. Right now, would you have to submit a capstone project? Are you looking for the best capstone project ideas? Well, for those who are struggling to come up with a topic for a capstone project, here in this blog post, we have composed a list of interesting capstone project topic ideas on various subjects. Additionally, we have also provided a detailed explanation of how to identify the right topic for a capstone project.

Read more to get exciting ideas for a capstone project.

What is a capstone project?

An Overview of Capstone Project – A capstone project is an academic work the instructors assign students to evaluate how well they have understood the entire course. Doing a capstone project is highly beneficial for the students because it would serve as a platform to portray their presentation skills, communication skills, and problem-solving skills. Its ultimate aim is to motivate the students to plan the project independently, perform in-depth analysis, work in a team, and finish the work before the deadline.

Whenever you are asked to submit a capstone project of your choice, to make your work stand unique in the crowd, you should pick an ideal topic. In general, selecting an idea for a capstone project is a challenging task, and also it requires a lot of planning. As there are plenty of capstone project ideas available in various disciplines, finding one perfect topic from it would be too difficult. So, you should be more careful with the topic selection. In the next section, let us see how to identify a good capstone project idea.

Capstone Project Topic Selection

The first step of a capstone project assignment is topic selection. Generally, the success of your project will mostly depend on the topic you choose to do. If you pick a not-so-good project idea, then chances are there for you to earn low scores. Hence, to spot a perfect topic and boost your academic scores, stick to the below-mentioned steps and tips during topic selection.

Firstly, identify the field of study you are interested in.
Secondly, in your preferred field of study, gather more project ideas related to your curriculum.
Thirdly, brainstorm all the gathered project ideas and pick one great capstone project topic or idea.
While choosing a topic, give preference to the topic that allows you to discuss a real problem and generate valid solutions along with strong arguments.
The topic you choose should be convenient for you to perform research.
Avoid choosing a topic that is too vast or too specific.
If your topic is too broad, then your research process will become lengthy. So, make sure to narrow down your topic in a way that is suitable to complete before the deadline.
Check whether the topic you have selected stands in line with the guidelines shared by your instructors. If it meets all the guidelines, then confirm the topic.

In case, you have a doubt about whether the capstone project idea you have chosen is perfect or not, consult with your instructors and get approval from them before you proceed with your project. Note that having a discussion with your instructors will help you to improvise your academic work and boost your grades as well.

List of Capstone Project Ideas

Here we have categorized and compiled a list of 100+ capstone project ideas on various subjects such as engineering, nursing, computer science, management, and so on. If you are running short of ideas, feel free to have a look at the list below and choose a project topic that is appealing to you.

Capstone Project Ideas for School Students

Are you a school student? Well, then the below-suggested list of capstone project ideas will be helpful to you.

Design your own journalism magazine.
Discuss the importance of brain-based learning and teaching.
Explain the effects of poverty on a student’s education.
How to plan for a space tour.
Explain how to create a detailed plan for a small business.
What are the innovative methods to motivate students?
How to reduce cyberbullying.
Explain how to develop confidence in shy students.
How to tackle learning disabilities in children.
Discuss the effective ways to reduce the level of stress among students.
What does public transportation do for the environment?
Explain the education practices that need to change.
Discuss the pros and cons of virtual learning in schools.
How to improve student behavior in the classroom.
Explain the challenges and advantages of a career in sports.

MBA Capstone Project Ideas

The following are some captivating capstone project topic ideas that will be helpful to MBA students.

How important is social media for small enterprises?
What role do test markets play in the creation of target-specific customer segments?
Explain how effective word-of-mouth marketing strategies are when compared to digital marketing.
How to manage diversity in an organization.
Discuss the most effective ways of encouraging employees to be more productive.
Explain risk management for large businesses.
Discuss the effects of globalization on business management.
What are the issues involved in business outsourcing?
Explain how to manage conflicts in large organizations.
How to maintain a good relationship with stakeholders.
What are the effective ways to manage the working capital of a medium-sized business?
Reorganize factory flow in a small manufacturing operation.
Profitability of privatization of banks.
Best practices for Business administration in the New Generation.
Implement TQM for a small manufacturing business

Marketing Capstone Project Topics

Marketing is a vast field with plenty of capstone project topics. Here are some gripping ideas for you to use.

Explain the importance of metrics in marketing.
How to boost customer engagement.
Discuss the impact of loyalty programs on customers.
Explain the strategies for building brand value.
How to increase brand awareness online.
Explain the role of social media in marketing.
How to maximize marketing channels.
Write about the e-commerce systems that have failed tremendously.
Compare online marketing and traditional marketing.
How to solve the habitual buying behavior of customers.
Write about b2b and b2c marketing strategies.
How do blogs generate traffic?
Explain the principles of international marketing.
Discuss the problems in e-commerce marketing.
Explain how geographical locations influence the buying preferences of customers.

Business and Accounting Capstone Project Ideas

Listed below are some capstone project ideas that would be helpful for the students to choose the best business and accounting research topics .

Develop a new accounting theory.
How important is the human resource department in encouraging workplace productivity?
Discuss proprietorship accounting methods.
Explain the major causes of corporate bankruptcy in the automobile industry.
What is the most effective way of starting a small business without enough funding?
Explain the effect of recession on personal finance.
What are the benefits of large corporations taking “green” measures?
Discuss the management strategies for businesses in developing countries.
How should small businesses manage crises?
Discuss the role of accounting firms in financial management.
What are the functions of managerial accounting in an organization?
Write about supplier relations and business management.
Explain the role of accounting in information systems.
What are the different types of accounting systems being used in organizations across the world?
Explain the evolution of popular accounting theories.

Engineering Capstone Project Topics

If you are an engineering student, then for your assignment, you can select a topic from any of the following capstone project ideas lists.

Discuss the benefits of traffic light detectors in vehicles.
How to effectively transmit geological data.
What are the benefits of smart greenhouse facilities in agricultural engineering?
How to implement engineering control programs for adequate quality control.
Build an efficient bicycle system of suspension.
Design a car engine
Create adjustable home temperature heating and cooling systems.
Build a self-balancing robot.
Design a stair-climbing wheelchair.
Explain the working of solar panels.
Design an Animatronic Hand.
Build a Solar and Smart Energy System with IR sensors.
Develop a project on home automation using IoT.
Design a smart traffic lighting system.
Develop a smart energy meter using GSM.

Nursing Capstone Project Ideas

Here are some exclusive capstone project ideas that will be helpful for nursing students.

What is point-of-care testing?
How to prevent dysfunctional behaviors among patients who suffer from dementia.
Why should nurses use a strategic planning approach?
How to promote evidence-based practices in nursing.
Explain the role of a nurse practitioner in administering primary care to patients.
Discuss the impact of the nursing shortage on healthcare.
How to improve the quality of medical assistance in ambulances
Prepare a review of the medical emergencies and best intensive care practices.
How to prevent diabetes among young adults.
Explain the innovative diagnostic techniques in nursing.

Read More – Best Nursing Research Topics and Ideas For Students To Think About

Capstone Project Ideas related to Information Technology

Are you an IT student looking for a capstone project topic? Cool! Especially, to help you out, below we have recommended some excellent capstone project ideas related to information technology.

Explain the role of information technology in the health field.
What is the biggest risk involved in online or digital voting in national elections?
How has technological advancement affected the environment?
Write about internet censorship in different countries.
Explain the impact of data warehousing on information systems.
How does mobile phone technology impact the way people work?
Discuss the wonders of voice recognition technology.
Explain the future of cryptocurrency.
How secure are VPNs?
Compare manual and automated testing.
How to implement smart parking systems.
Discuss the problems in computer security.
Explain the safety assessments of networking protocols.
How is information technology improving the banking sector?
Discuss the advantages and risks of the data mining process.

Computer Science Capstone Project Topics

If you are a computer science student, then the capstone project ideas listed below will be helpful to you.

What is the feasibility of using computers and robots to enhance financial security?
Explain the role of computers in education.
How does data science impact the way people interact with one another?
Explain the image processing process.
What is the best practice for software testing and quality assurance?
Write about modern operating systems and their major security concerns.
Create a powerful automated system for your market-based analytical processes.
How to create a web-based system of survey.
Discuss the risks and advantages of machine learning.
How does the game theory help in analyzing different algorithms?
Explain the threats to internet banking.
Write about major security concerns in using social media.
How to tackle cybersecurity threats.
Explain how to use stock prediction mechanisms with neural network systems.
How to design a perfect bank verification security system.

Senior capstone project topics

Do you believe that installing security cameras in public places would help reduce crime?
Should school days be cut shorter or class periods be shortened?
What are the main issues surrounding the immigration situation in the United States?
Do you believe that citizenship should be granted to the kids of illegal immigrants?
What environmental benefits may public transportation provide?
Do you believe that the United States should provide incentives to those who buy electric cars?
Why are capstone projects necessary before receiving a degree and what do they entail?
Do you think there are particular musical genres that can cause teen suicide?
Do you believe that the use of cell phones can harm people?
What dangers do mothers who choose a water birth face? Do present-day midwives have the necessary training to tackle unforeseen complications?

Ph.D. Capstone project topics

Does receiving spiritual care help nurses better carry out their usual patient care tasks?
Do you think that laws and regulations have an effect on how nurses carry out their duties?
How successful is the nursing recruitment process as it stands today? Do private businesses have less difficulty than public ones?
What dangers do moms who choose a water delivery face? Do present-day midwives have the necessary training to tackle unforeseen complications?
Do you believe that spreading objectionable information online or expressing hate speech should be illegal?
Is incorporating technology into university classrooms a smart idea? What does this imply for the teaching process?
Should there be restrictions on how easily employers can access candidates’ personal social media profiles?
Do you believe that youth are getting too disconnected from reality as a result of time-consuming social media platforms?
What effects has technology had on how instructors plan and deliver lessons?
Do software businesses gain more from developing applications for the military?

The Bottom Line

To develop a winning capstone project, having a good topic alone will not help you. For an effective and efficient presentation of your project, you should conduct deep research on your selected topic.

In case, you need more innovative capstone project ideas or academic support to finish your capstone project, quickly reach out to us. We have a team of well-experienced assignment helpers in several disciplines to help you in completing your capstone project on time at a fair price.

Instead of giving heavy work to your brain, simply fill in your requirements in the order form and book your order. As per your requirements, our experts will offer you instant assignment help online and assist you in scoring the highest possible grade for a premium capstone project.

Just submit the order form and earn more scholastic benefits through our great assignment help services.

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Computer Science Capstone Projects

Graphical modeling of biological systems in education, monitoring patients' cardiovascular health via common wearable fitness devices, scalable genome assembler using apache spark on cloud, mozilla language plugin, kaetzi symbolic storage and identification system, detecting common spelling and grammatical errors by mining wikipedia changelogs, study of bus stop quality in st. louis county, on the rails, medication tracking app, a real-time survival-defence game, the game theory of machine scheduling, taiwanese student association website, codebots: a programmable battlebotsgame system, artificial intelligence for rock-paper-scissor game, a turn-based strategy dame in unity, educational animations and interactives in html5/javascript, stack reader, segmentation and analysis of spinal canal in ct images, interactive website for taiwanese student association, creating a gui for cgminer setup and monitoring, sample swap, design space analysis of popular image segmentation algorithms, cs1 graphics program, management portal for shawnee lodge, system to collect and analyze departmental activity data, performance analysis of trend-following trading systems, scheduler and homework, text prevention cell phone application, develop an eeg device with raspberry pi, attack vector linux, parallelizing regina normal surface engine, mobile website for residential life, battlefield strategy game using gamemaker, graphic zipper foldings of polygons to convex polyhedra, libreoffice/openoffice accentuate extension, quick shifts, multimedia website for biology researchers, open source wordnet visualization, exploring a data set with derived formulas, aka, the formulatron 5000, convex zipper folding, congressional district evaluator, math placement test, online survey system, detection and classification of nails from an image, improved e-prime scripting environment, analysis of algorithms using game theory, k-nearest neighbor algorithm, e-commerce for a building supply company, stock prediction with neural networks, radar processing optimization using compressed sensing, automated report aid, parse tree visualizer, business information system, finance manager, iphone interface for electronic medical record system, bayesian grammar checker for irish, forensic analysis of u3 smart enabled devices and silent virus propagation, example-based machine translation software, cell broadband engine simulator, machine-learning translation program, racing game.

Students in introductory biology courses must demonstrate their understanding of biological systems by developing graphical models of such systems (e.g., food chains, signaling pathways, metabolic networks). This web-based system will support students' creation and revision of such diagrams, will support the course staff in reviewing the diagrams and providing embedded feedback, and will provide analytics that might support educational research.

The goal is to develop a system that allows for medical remote evaluation of patients using biometric data (e.g. heart rate, activity, sleep) from existing commercially available wearable devices (e.g., a Fitbit). The system will rely upon a patient's mobile phone for the communication link from the device to the remote electronic medical records, and will allow physicians to remotely monitor and communicate with patients. The system may also calculate additional variables derived from the primary data such as variability of heart rate and activity and to alert a physician to detection of critical levels.

Genome assembly refers to the process of taking a large number of DNA fragments and putting them back to create a representation of the original chromosomes from which the DNA originate. De novo genome assembler attempts to reconstruct genomes from its genomic sequencing data without using reference genomes. Recently developed high-throughput sequencing technologies generate very large scale DNA fragments that enhance the correctness of genome assembly, but those large scale datasets are computationally expensive.

To cope with massive sequence data generated by next-generation sequencing machines, a highly scalable and efficient parallel solution for genome assembly is important. In this capstone project, we will implement a scalable genome assembler using Apache Spark on Cloud. Apache Spark is a cutting edge open-source cluster computing framework for large-scale data processing. Apache Spark provides GraphX API that is a distributed graph processing framework on top of Spark. The GraphX enabled us to easily distribute a very large overlapping graph into several virtual machines and process the big graph. This very large-scale sequence analysis can be adapted not only for genome assembly but also for many other scientific domains.

The goal of this project is to create a Mozilla Firefox plugin that will allow a user to highlight an unfamiliar word in order to find the definition via JavaScript modal popup. The program will be written mostly in JavaScript, but will likely employ CSS for formatting purposes. Optimally, the plugin will be versatile enough to allow a user to use the plugin with a dictionary website/database of their choice. Once completed, the plugin will be available for download at addons.mozilla.org.

A major challenge with this project is the issue of "stemming" words. If a dictionary only recognizes the singular form of a word, for example, it would be difficult to define a word such as "oxen," or "geese." By the final version of this program, this plugin will be able to define words in both English and Spanish.

The project is to be a software system for the storage of symbolic languages, codes, shorthands, etc.It will be designed and tested using my personal symbolic shorthand code Kaetzi. The software will take a symbol input (drawn with a mouse via writing tablet) and store it as private use data, displayable with a font (i.e. an image, which consists of the symbol only, without a background). The database of symbols is to be searchable by keyword.

The goal is to mine the changelog history on Wikipedia and extract the most frequent spelling and grammatical errors in three separate languages. Then, (1) turn this into a proofing tool to avoid the same errors in the future, and (2) analyze and publish the results to help language teachers focus on the most common mistakes.

The first portion of the project will be project management and data mining for changelogs. Unix tools and regex will most likely be used to format these logs. The second part of the project will consist of turning the results into usable correction tool for word processing. This will be implemented with the OpenOffice API. The API will allow for multiple suggestions for commonly misspelled words.

A tool to examine bus routes in St. Louis County, overlaid on Google maps, with imagery. The tool will also allow bus stop rating through a checklist of essential traits the stop has. This tool will assist in checking the quality of the stops, and be a foundation to persuade improvement of bus stops from Metro organization.

We will build a game of the first person "rail" shooter genre. In this game, players will be kept on a guided path as they battle through enemies. The game will require cooperation from two players, and the players will interface with the game via gaming joysticks.

Unlike most first person shooters, this game will attempt to abstract core elements of the genre so that our game does not simulate the killing living beings. Thus, the enemies of the game will be drones, and the environment of the game will be set in cyberspace. The artwork for the game is inspired from the movie Tron Legacy, and thus, it will feature of simple geometrical shapes with a color scheme that is composed of black and bright neon colors.

The game will be built via the Unity Game engine, and we anticipate that the code for the game will be written in C#. Furthermore, game objects will be constructed using a 3D modeling software called SketchUp.

In addition to building the software for the game, we will also be constructing a physical shell for the game like most arcade machines. The players will sit side by side in an encapsulation. A computer will be housed inside the encapsulation, and it will be tasked with running the game.

Android app that can take a picture of a target from a gun range and locate the bullets. It offers up corrections to help increase the shooting accuracy.

This will be an Android app to allow patients to maintain a list of medications, alongwith information about each medication, and notifications when to take them.Optionally, we will create a doctor database with links to medication and contact information.

This project targets the design and implementation of a survival-defense game with Unity 3D.The game will be a third-person overhead combination of levels and monster wave generation.The player will move around the map and collect ammo, health, and currency while defending against a variety of enemies with different attributes coming in wave pattern attacks. As the levels progress, the waves become harder and harder, and it will be the goal of the player to survive as long as possible. A good example of such a game may be seen at http://www.youtube.com/watch?v=yq8pEH48JnY. My game, while similar in fundamental nature, will contain significant differences, including a full upgrade system allowing he player to collect currency from slain creatures and spend it on upgrades between rounds in order for them to survive higher levels. The game design and coding will be done in Unity, while the models and textures will be done in Blender and/or 3dsMax. Some models may be obtained from Unity Asset Store as well. The target platform for the game will be the computer (PC and Mac) initially, but I believe the nature of the game will port well to mobile devices.

The app is designed for users to have the ability to create certain machines/equipment workout routines based on the equipment available to them. (What's the point of looking up workout routines online with certain machines/equipment if the user doesn't have that same equipment available to them?) The app includes a database with tables including SLU equipment, exercises, muscle groups, etc.

The main purpose of this project is to better understand a machine scheduling problem. Traditional competitive analysis for the problem can be viewed as a two-player game, with one player releasing jobs to the second player who chooses to schedule them among m machines. Viewing this problem as a game allows us to use alpha-beta pruning to help analyze scheduling algorithms. The first step is to create an alpha-beta pruning search algorithm in Java that is generic for two-player games. This allows us to run alpha-beta algorithm on different turn based games, such as Tic Tac Toe. Once the search algorithm is implemented, we can use it on the scheduling problem game to analyze scheduling algorithms. The next step will be to create the rules of the scheduling game to run the alpha-bete pruning search algorithm on it. We view the game as two players that take turns, one assigns jobs to be scheduled and the other schedules the assigned jobs. Once we are finished with creating the rulesfor the scheduling problem game, we can use the generic alpha-beta pruning search algorithm to analyze algorithms. We use a competitive ratio, which is the number of jobs the optimal solution can assign divided by the number of jobs the scheduling algorithm actually assigned. The point of the game is to have one player assign jobs to force the largest possible competitive ratio, while the other schedules jobs to get the smallest possible competitive ratio. The alpha-beta pruning search algorithm allows us to search for the lowest possible competitive ratio possible to analyze the algorithms.

The purpose of this project will be to construct an interactive web interface for the Taiwanese Student Association to manage its members as well as providing an interactive portal tailored for members and the e-board. The front end of the project will be driven by a web interface using HTML5 with Javascript/JQuery. The front end design of the project will optimize usability for members and have an intuitive flow that allows users to navigate through to quickly find information about the organization. The back-end will include a database that will store information such as users, which will consist of members, non-members, and e-board, as well as events. It will be implemented using MySQL or some other SQL based database tool. Together, it will provide a complete infrastructure for member interaction, as well as being a way for TSA to interact with its members. It will also help to publicize our student organization in a more effective way.

The purpose of this project is to create a robot arena fighting game (in the vein of Battlebots), but with an emphasis on making the robots user- programmable. This would entail creation of a very simplistic programming system, from which users could create their own programming modules for controlling their bots. In essence, the underlying goal of the project is to create a new avenue for kids and even adults to learn about programming in a fun and interesting way. This is a new area of game software and every addition could help. As the key aspect of this game is the programmability of the bots, the primary focus of the game development lies there. The desire is to create a simple programming language for creating modules to control bots, and then a drag-and-drop system for populating the bots with these modules. Should the drag-and-drop system prove infeasible in the allotted time, a fallback approach of using drop- down menus to select options is also perfectly acceptable. However, some other game aspects are also needed to complete the game. These game components may be done more simply: - Implementation of an arena game map, to provide a setting for the robot fighting - Simple unit models for representing the bots - A turn-based combat system sufficient to demonstrate the programmable nature of the bots, and to demonstrate the different features of their programmability. This game will be built using one of the popular game engines, such as Unity or Unreal Engine, to be selected as deemed appropriate by the student.

Streams is an Android app that will allow users to view live streams of images based on geolocation by implementing the Google Maps framework and the TwitterStreaming API. The app will populate streams of images by taking image content from geo-tagged tweets. That will be viewable via a constantly updating graphical interface provided by Google Maps.

Develop a pretty web page to let a user play the RPS game with a carefully designed AI embedded in a JavaScript file.

The goal of this project is to create a Turn-Based Strategy (TBS) game using the Unity game engine. The vision for the game is akin to the classic game Risk, but with the addition of resource gathering and a monetary system. Some of the specific aspects of the project needed for this strategy game include: - Enemy AI for controlling the computer-controlled players - Implementation of one or more game maps, which indicate which players control each of the regions - A combat system for managing attempts by players to take other players regions - A game GUI for showing the game map and indicating the amount of resources available to the player - Tools for gathering, managing, and using a player's resources (such as armies, gold/money, and gather able resources like wood, ore, etc.)

The project will be a mobile fitness app targeting people interested in learning proper form and tracking their progress.

The aim of this project is to redesign existing interactive CS teaching tools for compatibility with modernweb browsers. These tools are currently written as Java applets, a technology, which has been effectively deprecated by HTML5 standards and is slowly loosing support in web browsers. The tools will be rewritten in HTML5/JavaScript, and in the process they will be extended and improved upon as opportunities to do so arise.

In this project, we will be building a web application, which will an eBook Reader with added features. These features will include the ability to highlight text and either make a comment about that particular text or post a question about it. Users will be able to see these highlighted posts and respond/interact with these posts in a similar fashion to stack overflow. Additionally users will be able to upload their own documents, which can be shared with a certain group of people who can then use these features. As well, users can filter what kinds of posts or posts from specific types of users.

This project's goal is to develop a Web-Based application that helps an instructor to teach students to program numeric, algebraic, and trigonometric expressions.

The goal of the project is to design and implement an image segmentation and structural analysis software toolset that will segment a series of cervical spine CT images, identify the spinal canal, and measure the structure of the spinal canal. Java and ImageJ will be used to implement the toolset. Some of the specific aspects of the project needed for this segmentation and analysis toolset include: - Assess the segmentation performance of a variety of segmentation algorithms in segmenting spinal CT images, and identify the most capable algorithms for segmenting the spinal canal. - Learn the ImageJ Java application toolset and library, and how new applications of ImageJ are created as plug-ins to the main toolset. - Implement one of the more effective segmentation algorithms in ImageJ. - From the segmentation results, use line and/or curve detection on the interior walls of the bones surrounding the spinal column, and connect those lines/curves to form the boundary of the spinal canal. - For each slice (single image) in a series of spinal CT images, compute the spinal canal width at each point along the spine. From the distribution over all slices, identify the expected spinal canal width. - Provide a GUI that visualizes the segmentation results and highlights the spinal canal.

NOTE: The project may assume the existence of sagittal spine CT images (i.e. side-view slices of the spine). It is not a requirement that series of transverse/axial (top-down view) or coronal (front-view) CT images be converted to sagittal view (though students may wish to use such an ImageJ plug-in, if such already exists).

The purpose of this project will be to construct an interactive Web interface for the Taiwanese Student Association to manage its members as well as providing an interactive portal for members. The front end of the project will be driven by a Web interface using HTML5 with Javascript/JQuery. The front end design of the project will optimize usability for members and have an intuitive flow that allows users to navigate through and learn about the organization. The back-end will include database that will store information such as users, which will consist of members, non-members, and e-board, as well as events. It will be implemented using MySQL or some other SQL-based database tool. Together, it will provide a complete infrastructure for user interaction and for a business to interact with its customers.

The goal of the project is to create a GUI for the CGMiner tools, which is a software suite for mining Bitcoin transactions. "Mining" - the process of adding transaction records to Bitcoin's public ledger of past transactions - is a difficult resource-intensive task, the purpose of which is to enable the network to reach a secure, tamper-resistant consensus for each of the transactions. It has been found that GPUs are particularly well suited to the task of mining, and so CGMiner provides an open-source software suite allowing any interested user to beging perform mining using their AMD GPU card. The CGMiner tools are solely command-line driven tools, and require considerable parameterization to appropriately install and use. As such, the purpose of this project is to create a CGMiner dashboard - a GUI allowing users to more easily setup and monitor their mining with the CGMiner. This dashboard would provide a variety of features for effectively setting up and controlling CGMiner, including a setup and control panel and GPU temperature monitoring. The temperature monitor would provide a graph of the GPU's temperatures over time, including average and max temperatures of the graphics cards, and a temperature shutoff should the GPU become too hot. The dashboard setup and control panels would provide GUI controls both for initial setup and dynamic control of the CGMiner tools, including GPU speed, thread concurrency, work size, memory speed, intensity, fan speed, etc. The dashboard would initially target a single graphics card, with the intent of extendingcontrol to multiple graphics cards through CGMiner.

The goal of this project is to rehaul the website, making all pages follow similar template and add more functionality. Includes adding access to data stored in Excel spreadsheet ith ability to search through and request things like an online catalog of specimens. To request, must trade equal number of samples from equal number of genera and species. Include ability to select species and image and description will pop up.

The project goal is to perform a thorough design space analysis of a number of popular image segmentation algorithms. Such analysis first requires collecting image segmentation results over the full range of the parameter design space for a few popular image segmentation algorithms (e.g. Mean Shift, Normalized Min Cuts, etc). The segmentation resultswill then be analyzed by Prof. Fritts segmentation evaluation toolset, which quantitatively evaluates the qualify of the segmentation results using a variety of evaluation metrics. With the quantitative evaluation data, a software toolset will be developed that performs parameter space correlation and multivariate kernel density estimation to identify trends and data clusters that best characterize the algorithm's performance. While outside the scope of this project, this design space analysis will greatly facilitate unbiased selection of sample segmentations for use in subjective human studies on segmentation evaluation.'

Cs1 graphics is a Python module that wraps the Tkinter graphics package to make use of graphics more accessible for students in introductory computer science courses. The most recent release (cs1graphics 1.2) is an alpha version that lacks robust support for many advanced features such as multi-threading. The project will entail thorough perusal of, understanding, documenting, and updating the current code, while paying special attention to the threading model and internal architecture and design of the system. These combined activities will allow for strengthening the robustness of the package, as well as in time, reintroducing support for more advanced features that are missing from the alpha, and new functionality.

The project is to design and implement a management portal for the Shawnee Lodge, an internal group inside the Greater St. Louis Area Council, Boy Scouts of America. This project will be in the form of a web portal that will allow members to register and keep their information up to date. The different units inside the Lodge will be able to have certain reporting abilities that will be outlined in the Requirements and Design document. Main users of this portal will be the members of the Lodge, the administrative staff of the Greater St. Louis Area Council, Boy Scouts of America and the Lodge and Chapter Leadership. This system should be a roles based accesssystem where access will be controlled by roles.

The objective of this project is to establish a database and interface for faculty members in the department of Theology to enter data. This data is critical for faculty reviews and the current process by which the data is collected is time consuming and not very efficient. The goal is to improve that and streamline the data collection process.

This project employs extensive financial market data to analyze portfolio allocation based on a variety of popular technical indicators.

We want to build an Android app that will help with school. We want to make a check-in system for classes and a homework tracker. The check-in system would use the user's location to verify that they are in class. The homework tracker would allow the student to add and track their homework, as well as possibly turn in their homework to the professor or receive homework from their professor via a bluetooth transmission. We also want to use alerts to notify the user of homework due datesand classes. We will prioritize making features for the students first and then iftime permits we will add a separate account type for professors. Therefore, all professor features discussed in the requirements will be optional.

The project will be creating a cell phone application that prevents the driver from cell phone use, but allows passengers to use their phones. To do this, we will lock phones based on geolocation speed and provide phone unlock functions with bluetooth/wifidirect and image recognition.

The goal of this project is to build an EEG device that uses electrodes on the scalp to measure brain activity. The EEG will be composed of a Raspberry Pi microprocessor that receives input stimuli from electrodes attached to the patient. One (or more) electrodes will be placed on the scalp, two at various grounding points, and a final 60Hz ground antenna to help eliminate background noise. The microprocessor will sample the voltage level at the electrodes at periodic intervals and then perform a 1-D FFT to convert the sampled time domain signal to the frequency domain, which will facilitate further data analysis. The scalp electrode(s) will be sampled at a rate of at least 100kHz and input to the microprocessor with an ADC (analog-to-digital converter) that's at least 12-bits wide. A true differential input is desired for obtaining the clearest signal. All the signal processing will be done in software. Given the high-speed sampling and the processing needs for 1-D FFT, the Raspberry Pi system has been selected for this project. It has the requisite sampling ability, is able to receive data at 150KB/s, and has sufficient memory and processing ability to store the data, perform the 1-D FFT over time slices of data, and still have processing time remainingfor further data analysis.'

While BackTrack requires a modified kernel for drivers of adapters to use promiscuous mode and so forth, TAILS is designed form the bottom up for encryption, privacy, and anonymity. The intention of AttackVector Linux is to provide the capability to anonymize attacks while warning the user when he or she takes actions that may compromise anonymity. The two projects have different design philosophies that can directly conflict with one another. In spite of this, the goal of AttackVector Linux is to integrate them complementarily into one OS.

Paralellize the double descriptor algorithm in the open source software package Regina. The software will be benchmarked running in serial and using OpenMP. As a proof of concept, the software shoudl be run on GPU's using OpenACC. The final version will run using Cuda to optimize its computational efficiency.

The goal of this project is to create a mobile website for Residential Life that would provide Res Life individuals the ability to check students into and out of dorm rooms (e.g., tracking existing damage) using a smart phone or tablet. Currently Res Life uses paper forms, requiring significant effort in hand-entry of details and management of the forms during the year. This online website would alleviate much of that burden.

The goal of this project is to create a two-player 2D battlefield strategy game, similar to the FireEmblem game series. The game will employ a turn-based combat style, allowing each unit to move/attack once in each player's turn. There will be a variety of different types of units, each with its own strengths and weaknesses. Positioning of units will be done in a 2D grid, with each grid space corresponding to one of a variety of different types of terrain. the type of unit, position of units, and types of terrain in which those units reside will all affect combat results, providing players ample opportunity to employ strategies towards defeating the opponent.

The intent of this project is to create a tool that can find the crease patterns to fold polygons to convex polyhedra and then show what it looks like folded into three dimensions. It will take a user specification of a polygon and a zipper point. Then using the input data, it will find the valid crease patterns and give access to them to the user. Finally, it will fold the polygon and show it in three dimensions.

Using the already established Accentuate web service, create an extension to LibreOffice/OpenOffice that is capable of utilizing Accentuate's features.

This project will be to design a scheduling application for hourly employees. Input will be employee's availability, and schedule template of shifts needed. Output will be a spreadsheet of times and positions employers need to work. User will be able to build schedule manually, automatically, or integrating manual and automatic techniques.

This project will be a website for biology researchers to collaborate on the naming and classification of specific bones in fish. Each bone will have a dedicated webpage with; a description of the bone, a video displaying a 360 degree view of the bone, an image highlighting the bone, and the opportunity for other researchers to add their own input. The goal for the website is to be completely user driven, with users discussing and ultimately deciding on the name for each bone.

A WordNet is a database of word senses with links between them (synonyms, broader/narrower terms, part/whole relations, etc.). The most famous of these is the Princeton WordNet (http://wordnet.princeton.edu) which is freely available. The site visualthesaurus.com allows one to navigate the Princeton WordNet in a web browser, but sadly it's a subscription service. It should be quite easy to do something even better using a modern open source .js library like d3 (https://github.com/mbostock/d3/wiki/Gallery) or arborjs (http://arborjs.org/).

This project is an application that allows the user to model aspects of a data set by defining additional formulas that are derived from a combination of ground data and other derived formulas for each record in the data set. For this project, historical baseball data will be used to demonstrate the capabilities of the software. The user could use that data to generate a formula and have the data set presented with inclusion of the calculated value as a new field. Derived formulas will be saved persistently by the application, on a per user basis, so that they can be reused during a later session. Finally, the interface should allow a user to filter displayed results based on restrictions that depend on a combination of ground data or derived computations. For example, a baseball player might be required to have a certain number of plate appearances to qualify for a given statistic. The user will also be able to group results by certain allowed criteria. The results of using this data set should lend credence to the assertion that at some point in the future, the software can be generalized for any subject that has base data.

Folding convex polygon to a single convex polyhedron using the perimeter halving method is the main purpose of this project. The basic steps are first setting the crease pattern and then fold the polygon by Mathematica 8. Finding the right crease pattern and using the right command to compute the angles are the most important task we have.

Use the Shapley-Shubik power index to evaluate indvidual voter power based on the geography of congressional districts. This will consist of two parts. The first is a preprocessor using the ANN library to group voters and their neighbors. The second will be to do a Monte Carlo simulation to approximate each voters power and will be parallelized using OpenMP and OpenACC.

The goal is a system for creating, administrating, and analyzing online surveys. Custom surveys can be formed using a variety of question templates (e.g., multiple choice, free answer, quantitative rating). When complete, the survey will be made available on the internet, either to invited respondents or to anyone given the appropriate URL. The back end will offer the survey owner the ability to generate a recreation of an individual respondant's completed survey, or composite data for all subjects.

The goal of this project is to create a software system capable of identifying and classifying the types of nails from an image. The software system will use color space conversion, thresholding, connected components, and feature extraction to identify the characteristics of each region of the image corresponding to a nail, and use the feature values to classify the type of nail corresponding to each region in the image. The system should be able to correctly determine the number of nails in the image, and categorize the type of nail into one of at least five different nail types. The features used for classification will include area, circularity, moments, and possibly length.

The project will assume that the background is white (or very light), so that the regions corresponding to nails can be easily detected through thresholding. The project will likewise assume that the nails are non-overlapping in the image, so that each detected region corresponds to an individual nail. The final assumption is that each image will also contain a penny, which will be used as a frame of reference for determining the scale/size of nails in the image.

The E-Prime 1.4 software package, used by several labs in Saint Louis University's Psychology department, contains a scripting environment (called E-Studio) to create modified Visual Basic scripts used to run computer-based experiments. E-Studio is difficult to customize, however, and many users in the Psychology department would prefer a more intuitive scripting environment. Though E-Prime 2.0 has recently been released, many labs in the department do not wish to purchase the upgrade. The hope is that this project will extend the useable life of the existing software package, and improve the speed at which users can create and modify experiments. This project would be able to supplant the need for E-Studio as a coding environment.

Analysis of an online algorithm can be modeled as a two-player game between the algorithm and an adversary. This semester, I will develop a general tool for solving two-player games using alpha-beta pruning. I will demonstrate the general framework on several classic games and then apply it to analyze a modelfor online machine scheduling.

Implement k-nearest neighbor algorithm for weighted points on a GPU use Nvidia's CUDA programming environment. Two different methods with be implemented: the first using brute force and the second is based on kD-trees. As reference algorithms, the two algorithms will also be implemented for a CPU using a single thread. Run-time analysis will be performed to determine which algorithm is best for different input sizes.

This project will be an e-Commerce system supporting a building supply company. It will consist of a web-based front-end allowing customers to place orders and the store owner to see relevant views of the pending orders, together with a backend database in which all information is stored.

Using a back propagation neural network with economically relevant training, I will attempt to make predictions on stock values of individual companies. The primary concern with the project is to develop and implement this neural net into a functional model. A functional model is one that, after a limited training, can predict stock values of the stock ticker at different time increments from the "current" day. Predicted values will be compared to historic stock prices to evaluate performance of the model. This model will be incorporated into an output interface which would produce visualizations of the internal network structure, weights, and other pertinent elements of the model, allowing development of the model. Performing multiple experiments (different time windows, different activation and error functions, etc) could potential lead to different optimized models. Time permitting, a front end interface can be implemented where one can select models and provide necessary inputs and specify the stock ticker to be predicted. The output could be the predicted price of the stock for the next day, week, etc.

Radar Signal processing is computationally difficult because of the number of samples that must be taken to perform a FFT on the data. The Nyquist-Shannon Theorem states that we must take 2B (B=highest frequency in signal) samples to perfectly interpret the wave. This ends up being very costly because high speed A/D converters and fast DSP hardware is needed. It turns out that radar signals tend to be sparse. Using compressed sensing, we need far fewer samples to reconstruct the wave.

This project is designed primarily for experimentation. I will create software that can run simulations, then conduct experiments using that software. The goal is to see how well traditional radar processing compares to compressed sensing, especially when using degraded (noisy) signals.

Compressed sensing is an exciting, new field in Computer Science. While some of the principles have been known since the mid-20th century, the field really developed in 2004. There has been some research on compressed sensing with radar. However, it is still a research project that depends on ideal conditions. There is an excellent description of Radar Compressed Sensing available at http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.90.8149&rep=rep1&type=pdf .

The authors describe three problems that are currently holding back the design of operational systems. In particular, "the signal recovery algorithms must be able to handle real-world radar acquisition scenarios with sufficient computational efficient and robust performance for noisy data." This is the primary focus of my project: testing the effectiveness of CS on noisy signals. This should provide some very useful research to the academic community.

This project will aid in the creation of automated reports for the logistics department. Projects are requested often, sometimes several per week, and we have only three programmers. Reports can be derived from several sources, including three databases and mainframe files. Sorting out the right files can take a good amount of time, as can reports to the requester's specifications. The idea behind this project is to create an application that will created the basic sql queries in PC SAS to gather the correct data for the requested reports, including multiple sources when needed. As well, the application will allow users to manipulate an excel sheet to their own specifications, while recording the macro an creating the base code in Visual Basic. The programmer will then have far less work to automate the report.

Construction of database that will contain information on business operations and human resources that will provide tools for analysis of the data therein. This project will also include a management role in that a high school volunteer will be collaborating on the project. For the sake of concreteness , this project will be tailored to a computer hardware manufacturer model but should hopefully be relatively easy to adapt to different markets. The ultimate goal of this database is to help business owners identify possible sources of inefficiency and ways to cut costs.

My project is to be a financial manager. The financial manager enables the user to keep track of multiple bank accounts. The user enters receipts into the program, which tracks where the money is going and forms spending habits. The receipt information consists of the name of the business, the date, the amount, the account, and what type of charge it is. The types of charges are food, gas, entertainment, bills, and miscellaneous. The spending habits can then be visually displayed for the user to view. The visual representation of the spending habits will be in pie and line charts.

The program will also track the balances of the user's credit cards. The user will add each credit card to the program and the program will compute how much the minimum payment should be. The program will also compute how many payments remain (assuming the minimum is payed each month). When receipts are entered into the program, credit card receipts are included, which allows the program to update the credit card balance as information is entered.

Bills will also be tracked with the program. The program will take the average of previous bills to compute a projected amount for the bill. The program will also keep track of automatic monthly charges, which the user can add and remove.

Loans will also be tracked with the program. Much like credit cards, the payment amount will be calculated along with the amount of payments remaining.

Paychecks will be entered in much like receipts. In addition to this, the projected monthly income will be calculated to show how much money should be coming in to pay the bills.

There are many electronic medical record systems currently in existence. Many doctors have stated it would be useful to have access to the electronic records of their patients available on their smart phones. My project is an iPhone application that is able to directly access and edit patient records from a sample database.

In the Irish language, certain grammatical contexts cause spelling changes on words called initial mutations. The rules governing these are complicated and are not well understood. The goal of this project is to write a program to learn automatically these rules from a plain text corpus of Irish.

This project is aimed at the research of U3 Smart enabled USB drives, the architecture on which their file systems are built, the methods implemented to carry out their stated goal, and the implied security concerns surrounding these devices in regards to the undetected propagation of viruses on the U3 sector of the USB drive.

Design and develop a software application that has the ability to translate an English string into other languages. Since the general version of this problem is notoriously difficult, we will restrict attention to strings of the type that are usually found in translations of software, e.g. "File not found", "Could not open X", "Firefox Preferences", etc.

I will write three individual programs.

1) Program one will accept a huge number of English strings of the above type. It will strip the strings of any untranslatable items, such as punctuation and newline characters. Furthermore, program one will preserve the common (translatable) substrings within each string while converting any uncommon (untranslatable) substrings into a symbol (i.e. "***"). Finally, program one will return the original string converted into a "translation template." Any unknown, uncommon words that were found by program one will have been converted into the symbol.

Example 1: Input: "File not found" Output: "*** not found"

Example 2: Input: "Could not open file" Output: "Could not open ***"

2) Program two will take as input (1) the generated list of translation templates, and (2) a large database of existing translations from English into the target language, and will generate a statistical model for how each template is translated.

3) Program three will apply the statistical model to new English strings to translate them into the target language. Finally, the three programs will be combined into one package.

The purpose of this project is to create a Java based simulator which will illustrate the execution process of the Cell Broad Band Engine. The Cell Broad Band Engine was developed by IBM, Sony, and Toshiba as a multimedia and vector processing architecture. The most famous implementation of the Cell Broadband Engine processor is Sony's Playstation 3 video game console. In order to reduce the complexity of the overall project this simulator will not automatically translate standard C code into assembly code. Instead the program will only take in valid assembly code. This program will be originally written to run on a Linux x86 based computer (with the primary development and testing of this simulator being done on a Redhat Enterprise Linux version 5.3 machine). The student's custom made simulator shall be able to illustrate at least two independent threads passing through the SPE core of the cell processor. Additionally the software shall display a graphical, color distinguishable illustration of each individual SPE and which assembler code is currently being executed, which code is waiting to execute, and which code is in a stall.

A parallel corpus is a database of document pairs where one document is a translation of the other and the documents are "aligned" at some level, usually sentences. Parallel corpora are used to train all modern statistical machine translation systems. One approach to creating parallel corpora is via web-crawling and a system which will identify document pairs which are translations of each other from the crawled documents.

The goal of this project is to create such a program. It will take two text files as input and calculate the probability that the two files are translations of each other. The translation program should be language-independent. The program will function by using pairs of known translations to form "word pairs" that will then be used in texts that are not known to be translations of each other to calculate the probability of the texts being translations of each other.

futuristic hovercraft racing game that will be single player and have at least one AI opponent. The race track will be flat and have a variety of turns and the game will use physics in order to make it realistic and challenging. A level of power will be set and will be decreased by a specific amount with each collision with another racer, the track walls, or other obstacles. The game play will be similar to the games F-Zero and Wipeout but will include all original models, textures, animations, and concept design with graphics and user interface controlled by the Irrlicht engine.

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Computer Science Capstone Project Ideas

Computer science is one of the most prestigious careers that you can pursue. But you will need to do different assignments and projects to complete the program. One of these is a computer science capstone project. While the capstone project is really fun and interesting, selecting the best topics is never easy. So here are some great suggestions.

What Does Capstone Project Ideas Computer Science Mean?

A computer science capstone project is a form of technical writing in an area of choice. Therefore, computer science capstone project ideas are the inherent concepts that you interrogate and write a report for the final presentation. The ideas allow you to look at the knowledge gaps in an area of interest and identify ways of addressing it.

Good capstone projects in computer science should act as a stepping stone that will catapult you to the next level. So you should research the area of interest comprehensively and pick the topics that will make you stand out. Particularly, you should focus on avoiding what has been overdone so that your research makes a greater impact on the field of computer science.

Also, you should read other computer science capstone project examples, especially those written by professionals, to see how they did their excellent works. This can help you learn how to create a better project.

What is Data mining, Warehousing, and information logistics
A different analysis of algorithms in game theory
Explain the Management Systems Of Records For E-medical
What do you understand by Enterprise resource planning and supply chains; customer resource management?
The Exploration using formulas with data set
Proper analysis and algorithms efficiency due to game theory
Examination of algorithms using game theory
Improvement Of Memory Using Game
The Usage Of General Prediction
What is Graphics folding Of zipper?
How to develop software for computerized registration?
How to establish retail business software for coordinating supply and sales?
What is the Impact of digital convergence and IT Improvement?
Attack Vector Linux And Its Intention
What is the measurement of Internet security and the latest protective systems?
What is Grammar checker for the Irish Language
What do you understand by the management of national infrastructure information?
Evaluate The Development Of Math Placement Test.
What is iPhone Interface For Medical Records?
Efficient Management Of The Online Store Using Mobile App
Evaluating Mobile site for residential life
Why Education In This Internet Age Is Not Possible Without Computers And Other Gadgets.
Analysis Of The Recent Development In OS And The Major Challenges Of Security
How Modern Technology Aid People From Identity Theft.
Assessment Of Social Media Platforms For Biology Researchers
Certifications For Online Systems Of Learning
Digital software that guarantees the smooth operation of the real estate development company.
The Creation of an online survey system
Various methods you can use to create multiple tests
What are the Various ways of recovering essential data?
What challenges are associated with environment-friendly plastic production?
What do you Understand by Visualization Of Wordnet?
What is Posting of WordPress and Online promotional tools?
How To Make an Automated Report Aid
How To Develop An Intelligent System Of Online Survey
The Role of Game Theory In Analysis of Algorithm
Ways to develop a System Of Online Learning
Creating a Recording System And Analyzing Data Of Client
Examining Smartphone Interface: Systems Of Management And Records Of E-medical
Effective And Fast Ways To Recover Lost Data
Testing Wearable Technology: Smart Devices For Fitness
Utilizing Solutions For Editing To Detect Grammatical And Spelling Errors
The best Tracking App For Medication
A Researcher’s multimedia Website
Creating A Website For E-commerce To Handle Content-creation Company
How to develop a Customizable System Of Business Information For Use In The Retail Industry
Discuss the Automation of Market-focused Analysis
What is Scheduling Of Machine Game Theory
What do you Understand by Cloud Computing For Technology And Security
The relevance of Communication Application to landlords and tenants
The place of Stop Missing the Bus: A Mobile-Friendly App
The Benefits Of An App That Directs Visitors To Visit Interesting Places And Activities In A Specific Area
The Best Mobile App For Personal Goals Management
A Real-time Mobile App For Sharing Of Cars
How to Create a system for graphical hotel reservation
Updates Of Agriculture By SMS Using Cloud Computing
What is a Brand Recognition App?
Building Mobile App for Delivery Of Grocery
Is There A Mobile App That Makes It Possible To Learn the English language Fast?
Home Security Controlled By Mobile
The Use Of Remote Control technology For Our Home Appliances
Scrutinizing Interfaces Of Modern Human-Computer
What Are Operating Methods And Its Major Obstacles?
The functions of computing in education
Efficient Real-time systems of banking
Tools For mobile phone-based relevant for independent living
Understanding Switched Control Techniques: A look At The Control of Hybrid Dynamic Systems
What Are Dynamic FPGA objects
What Is The Automated Verification Of Reasoning?
The Most Suitable Method Of Tracking Employee In A Fast-food Delivery Company
A Small Company For Communication Security
What is a Low-cost scheme online?
The Meaning Of SQL And Its Explorer
How To Utilize XML In Wrapper Construction
How Effective Is Click And Drop Diagram Maker?
The Clustering Utilization Of Algorithms
Explain The mining system of online data
What is Mobile web page for residential living?
Utilizing GameMaker For Battlefield Strategy Game
What is Folding Of Graphic Zipper
The Pros And Cons Of Hourly employees quick shift
How to Create a Multimedia webpage of biology researchers?
What is WordNet visualization for open source?

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Actual and Interesting Capstone Project Ideas Computer Science

Consider the most relevant and interesting capstone project ideas computer science oriented, and you’ll set yourself up wonderfully to progress in your chosen area of programming. If you want to work within the IT sphere, you’ll need a good project with which to demonstrate your formidable skills. Examine the latest trends in technologies in IT and think up electronics capstone project ideas that you can show off again and again as well as getting the highest grades for writing it in the first place.

Computer Science Capstone Project: The Latest Trends in Computing

There are a number of different exciting computing trends you can investigate as part of your capstone project. IT is a great topic for all sorts of reasons, but chief among these is that you can really work at the cutting edge of technological advancement and see what’s going to be the next big thing. Whether it’s cloud computing or superfast mobile internet speeds, IT is certainly the place to be. Consider the interesting topics below, model your project around one of them, and use some capstone project help if needed.

The 10 Best Universities for Programming and IT

If you haven’t even entered college yet, it’s never too soon to start thinking about some programming capstone project ideas for future use. However, the best thing to do right at this moment is to think about the best universities for programming and IT professionals to learn their trade and hone their skills. Here are the universities and colleges that are widely considered to be among the top 10 in the country.

Carnegie Mellon University , Pittsburgh, PA. This excellent institution is at the forefront of research in the field of computer science and you would have a wonderful opportunity to pursue almost any avenue of interest you can think of.
Massachusetts Institute of Technology , Cambridge, MA. As one of the most well-known universities in the world, you can expect to achieve great things when you attend MIT. It offers courses that provide the finest teaching of electrical engineering and computer science.
Stanford University , Stanford, CA. You really can’t go wrong when you choose a university like Stanford. It’s been a world leader in computer science ever since the department was founded over 50 years ago. You’ll find its graduates at the top of every technological field there is.
University of California – Berkeley, Berkeley, CA. This wonderful college is proud of its approach to computer science, valuing collaboration between the finest academic minds and industrial experts. The faculty is very supportive of its students and you’ll find their dynamic culture very inspiring.
University of Illinois – Urbana-Champaign, Urbana, IL. There are all kinds of opportunities on offer here and you’ll be actively encouraged to work alongside students in other fields to achieve groundbreaking results that would be impossible elsewhere.
Cornell University, Ithaca, NY. You can pursue a Master of Engineering in Computer Science here that will allow you to follow your dreams, no matter what they might be. Combining your computing skills with the business and management courses on offer will put you in the perfect position to launch your own company.
University of Washington , Seattle, WA. The entrepreneurial spirit is strong here and if you’ve ever thought about developing your computer science skills with the goal of opening your own business, then Seattle is the place to be. This is not to mention that the faculty is incredible student-friendly.
Princeton University , Princeton, NJ. It almost goes without saying that this is a top institution which you’d be honored to attend. Naturally, it offers some of the best opportunities for computer science research in the United States.
Georgia Institute of Technology , Atlanta, GA. This fine college offers a range of courses at different levels all the way from the bachelor to the doctoral level. It is particularly focused on the real-world applications of computer science knowledge and research.
University of Texas – Austin, Austin, TX. This excellent college works very hard to attract the best faculty members so when you study here, you can be sure that you’ll have access to the finest academic advisors.

Start with Some Great Capstone Project Ideas for Computer Science

Review intelligent systems for business decision making
Computer visual recognition systems
Network and data security
Satellite equipment automation
Emergency data recovery plans
Automation of accounting documents
Intranet technical support
Automation of materials taken from storage
Radio frequency ID security
Network navigation systems
Graphical modeling of biological systems
Machine scheduling and game theory

Choosing a capstone title for IT students is not the easiest task in the world as programming capstone project ideas can be difficult to explain in a snappy and concise manner that attracts readers. The 30 ideas outlined here have been specially considered to help the process of picking a capstone title for IT students much more straightforward.

Affordable Computer Science Project Ideas Services

Computer science and engineering courses are a great opportunity for you to learn a whole host of different skills that you can apply to your future jobs. By completing senior capstone project ideas, you’ll polish your logical thinking skills as well as boosting your knowledge base. You need to choose a topic that’s interesting, engaging and useful. Consider all the vital information here and you’ll get exactly what you need from your IT course.

Our writing company is always ready to provide you with the best possible IT capstone project and capstone project pharmacy writing services. Our team knows how to craft perfect it capstone project that will be unique and perfectly written to the requirements of your paper. By hiring our experts you will get the most benefits from:

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Choose the best capstone project ideas for computer science, and you’ll surely reap the rewards. Get informed about all your options, and the world will be your oyster.

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Online Programming Lessons, Tutorials and Capstone Project guide

List of Completed Capstone Projects with Source code

Our team has put up a list of Capstone Project ideas in this article. The capstone projects indicated below are finished, and the source code is available as well. The information in this article could aid future researchers in coming up with distinctive capstone project ideas.

Choosing a topic is the most important and first stage in your capstone project journey as a student or researcher. If you choose a topic without giving it much thought, you may fail. To begin, make sure you’re passionate about the topic and convinced that the research portion will never tire you. Second, make sure it aligns with your curriculum and allows you to show your teacher what you’ve learned in class while still being applicable in the real world. The finished capstone project title ideas with the source code listed below may be useful to future researchers.

Vehicle Franchise Application Management System

A vehicle has become a large part of our daily commuting needs. People use a vehicle to get to work, visit places, and for moving around to run errands. The capstone project, entitled “Vehicle Franchise Application Management System”, is a system designed to automate the process of applying for vehicle franchises. This project will eliminate the manual method which costs a valuable amount of time and effort and is also prone to human errors.

Vehicle Franchising and Drivers Offense System - Admin Dashboard

Medical Equipment Monitoring System

The extended use of technology and smart devices in medical fields has brought a huge effect on the world’s health care. Hospital now uses medical tools not only for the services they render to their patients but also for the betterment of the hospital’s medical equipment. Medical equipment is essential especially since they are used for treating different medical conditions. The capstone project, titled “Medical Equipment Monitoring System” is designed to automate the process of monitoring medical equipment in the hospital. This is to ensure that they are in a good condition and will not suddenly malfunction and wear out. The system will also help track and monitor numbers of medical equipment in the hospital to tell whether it has enough that can support the needs of the patients.

First Aid Mobile Application

The capstone project, “First Aid Mobile Application” allows users to provide first aid during an emergency. The mobile application will provide the step-by-step process of doing the first aid for the specific injury or illness. By definition, first aid is immediate medical attention or treatment for anyone who has suffered a sudden illness or injury. Knowing first aid is essential to respond to emergency cases and be able to relieve pain, maintain life, promote recovery and prevent the patient’s condition from worsening until professional medical help arrives. The application is available for download and use in emergencies. The user just has to input the injury or illnesses that occur unexpectedly, and the application will provide them with the step-by-step process of administering first aid.

Mobile Learning Application (Math, Science, etc)

eLearning is an excellent opportunity to broaden the scope of the learning experience, as it allows learners to carry on learning while they’re on the move. However, their needs and expectations are not the same as when they are in a classic e-learning setting. One of the key challenges of mobile learning is how to articulate mobile learning and e-learning seamlessly so that the learning experience remains coherent and fluid.

The purpose of the said application is to promote the learning about different subjects such as math, science, and other subjects. This application offers a variety of subjects that the user can learn from when they use the application.

Ticket Support Management System

The project entitled Ticket Support Management System is an online platform designed to manage issues, concerns, questions, and conversations between customers and the support team. It is used to control and monitor queries from customers and to provide a proper and effective way of communication to provide feedback and solutions to customers.

The said project was designed in Bootstrap and then converted into a PHP file. The ticket includes a code, description, and the assigned support member which is the role of the moderator. The process of conversation will be recorded in the system for archiving purposes and once the issue has been solved the moderator will send a message to the client that the query has already been solved and it will be marked as closed. Closed tickets will not be entertained and the customer will need to create or request another ticket if new issues will arise.

Web and Mobile Based Brgy Management System

The core function of this study is to offer a detailed reliable and secure keeping of all data. Web-Based Barangay Management System with Mobile App Support Application hopes to enhance the way of managing, issuing a certificate, and keeping all the resident’s confidential records.

This system facilitates Barangay management by enabling the client barangay to maintain their resident records as complete and up-to-date as possible and as easily accessible for verification, monitoring, and reference purposes based on the available residents’ census data kept by the client Barangay. Data provided by this system in the form of comprehensive reports are invaluable for planning, program implementation, and related purposes .

City Wide Barangay Management System Certificate of Residency Page

Veterinary Scheduling and Sales Management

The capstone project entitled “Veterinary Scheduling and Sales Management System” is an online platform that caters to the needs, requirements, and business processes of a veterinary clinic. This article is about the use case diagram of the said capstone project. As presented in the image below, the Veterinary Scheduling System has 6 core modules and 3 actors can access the modules according to their roles.

The client can access the client profile, product management, services offered, payment, and schedule appointments. Secretary can access the entire core modules of the project while the veterinarian can only access the scheduled appointment and reports module.

Person with Disability Information System

The capstone project entitled “Person with Disability Information System” is an online platform to manage and archive records about the person with a disability or PWD per barangay in a city. A standard profiling form will be used and it will be encoded into the system for a digital record of the PWD. With the implementation of this project, the researchers are hopeful that the system would be a great help not only for monitoring purposes but for information dissemination as well.

Person with Disability Information System Free Template in PHP and Bootstrap - Dashboard

Medical Dictionary Application

Medical Dictionary Application is a capstone project designed to serve as a source of information in terms of medical terminologies. The application will contain medical terms, abbreviations, and their meaning. The application can be used by both iOS and Android users. The application will help the end-users put in their own hands the information they wish to know. This medical dictionary will be of great help for those who seek to gain knowledge. The application will also help medical students in their studies, they will have an accessible source of information if they have difficulty understanding some terms in their lessons.

Elearning System with SMS Notification

The new learning paradigm in the educational system encourages students to be in control of how they learn, and the teachers to let go of their control over the learning process in the classrooms and begin to function as designers and facilitators of learning. Teachers assist their students to develop independent learning skills, understand the strengths and weaknesses of open learning, and be able to develop and deliver educational materials more creatively, effectively, and efficiently.

The purpose of this study is to provide an IT-based solution in the field of education. The researchers will create and develop an eLearning platform that will allow their faculty members to upload their lecture material and assess their students using the test and exam module of the project. In addition, the application is very helpful on the student side since they can now view and download their modules and take their examinations at their home.

HerbalCare Mobile Application

The project entitled “Herbalcare Mobile Application”, is a mobile application designed and developed in JQuery Mobile and Phonegap Build. The said project is a compilation of herbal medicines found in the localities of the Philippines which can be useful in some minor ailments such as cough, skin allergies, and others.

The project includes information about the herbal plants, their uses, benefits, and preparation.

Entrance Examination with SMS Notification

The entrance examination is a web/lan-based application that will run even if there is no internet connection. PHP, MySQL, and Bootstrap were used to design and develop the said project. The project will be set up in a secured server or computer unit in which an authorized person can only access the physical and software components of the server. The examination module can be accessed on the computers in the laboratories.

The project can also be accessed on mobile devices and SMS notifications and reports are automatically generated.

Web Based Entrance Examination with Mobile App Support and SMS Notification (Question Bank)

Reviewer Mobile Based Application

The mobile-based reviewer app is another method for learners to study and review their lessons using their mobile devices. The said project is available on both Android and iOS devices, it was written in Framework 7 and Apache Cordova, it is a hybrid type of mobile development where the HTML, CSS, and JS files can be converted into a mobile application.

The application contains lecture materials in a form of text, pdf, and video format. Assessment for every lesson in a form of multiple choices is also one of the functions of the mobile app. Scores and progress results are stored in the local storage of the device but the scores are also submitted to the instructor for monitoring purposes. The application can be used offline which means that the users can still open their lessons and take quizzes even if their device has no internet connection.

Vehicle Impoundment Records Management

Vehicles are held in impounding yards if used as a sanctionable offense. Impounding officers faced difficulties in managing different records and information of impounded cars. The development of computerized systems and applications eases up operations of different sectors. The use of the systematic approach will ease up the management processes and operations of the vehicle impoundment management.

The capstone project, entitled “Vehicle Impoundment Records Management System” is designed to record, process and monitor impounded vehicles. The system will electronically manage all impounded vehicle-related information. From impounding up to releasing the vehicles. The system will eliminate manual processes done to complete transactions between the impounding officers, yards, and vehicle owners.

Network-Based Laundry Management System

The capstone project entitled “Network-Based Laundry Management System” is a web-based system that allows shop owners to automate the process of records management. It is also intended to properly record the payment of customers to generate accurate reports of income. It is a database-driven application that manages the records and transactions of the laundry shop. The said system helps smoothen and improvise the dry cleaners and laundry business management service workflow like laundry record-keeping, laundry billing, and report generation.

Laundry Booking System Free Download Bootstrap Template - Dashboard

Doctor Appointment System

The project entitled Doctor Appointment System is an online platform that allows the customers/patients to register their information online. After the approval of the account, they can now log in and request an appointment with their doctors. The admin will serve as the middle man or secretary between the doctor and patient. The admin can manage the records of the system.

The said system was designed and developed in PHP, MySQL, and Bootstrap. Our team is willing to help you modify the project based on your specific requirements.

Parish Record Management with SMS

The Parish Office is offering the usual services that many of the parishioners have availed of or can avail of. Such services are mass scheduled for the city chapels and center chapels, baptism services, wedding services, and blessings for houses and other acquired properties. With the computer-based record-keeping, every transaction on the said services will be beneficial considering that automation of services is the key feature of the system.

With Parish Record Management with SMS, inputs of data will be made faster, scheduling of masses will be easier, baptism and wedding and special blessings services can be reserved and scheduled quickly by the personnel of the said office. Furthermore, reports can be generated correctly and efficiently, such as baptismal certificates, pre-Cana seminar certificates, and marriage contracts.

Web-Based Event Scoring Application

The capstone project entitled “Web Bases Event Scoring Application” will allow automated tabulation of scores during events or competitions. The system will allow the judges to electronically input their scores and the system will automatically tabulate the scores and provide the results of the contest. The proposed system will streamline the process of tabulating scores. Judges will use the system and enter their scores for every contestant in the competition. The system will electronically tabulate the scores and generate a result of the competition. The said project will make the tabulation process easy, fast, accurate, and convenient.

Online Tabulation System Free Download - Scoring Module

Mobile Application on Student Handbook

This project study is all about converting a handbook into an android application which is the researchers’ solution in preserving the handbook in a way that it will not be torn easily and protect it from water during the rainy season. An android based handbook that is accessible anytime and will be installed on android devices.

At the end of the study, we were able to create an android application for our school’s college department which outlines student rights, privileges, and responsibilities and provides information about how to get help with appeal requests, processes and procedures, and resources available from school system personnel.

Financial Management System with SMS

The capstone project, entitled “Financial Management with SMS” will allow organizations to electronically manage financial activities. The said project will serve as a platform where organizations manage and store information, especially financial reports. The financial management system will also have an SMS feature to notify members of the organizations of updates. The proposed system will streamline the process of managing and storing organizations’ information related to their finances, especially during events. The system will serve as a repository of information such as members’ information, events, financial records, and other related information. By using the system, records will be electronically safe and secured. The system will ease up the job of the finance department and the system will help them in lessening the errors encountered in carrying out the task. The system is easy, reliable, and convenient to use.

Financial Management with SMS Free Download Template - Dashboard

Salary Notification System with SMS

The researchers of this project aim to design and develop a system wherein employers and employees will have a private platform wherein they can provide updates about the employee’s salaries. The system will let employers manage and notify the employees about the summary of their salary and the details about the deductions in their salary. The system will also notify the employee about the amount deducted from their salary to avoid complaints and confusion as to why the salary is not intact. By having this platform, the employers and employees can discuss details about the salary in a confidential, convenient and fast way.

Faculty and Student Clearance Processing System

The capstone project entitled “Faculty and Student Clearance Application” is a web and mobile-based project that aimed to replace the manual method of processing the clearances of students and faculty. Clearance processing is very important to determine if the students and faculty members had complied with the requirements set by the school. The project was developed in PHP, MySQL, and Bootstrap, the following stated tools are usually used to design and develop a responsive application that can be accessed using a browser (desktop, laptop, mobile devices).

Student and Faculty Clearance System Free Bootstrap Source code - Clearance Requirements

Employee Personal Data Sheet Information System

The project entitled Employee Personal Data Sheet Information System is a web-based project using PHP, MySQL, Bootstrap, Visual Basic, and MySQL version is also available.

The system includes the profiling of personnel, keeping track of their academic achievements, seminars attended, and many more.

The said project is for the HR or human resource department which will help them in the record and archiving of their employee’s profile.

4 Pics One Word Mobile App Game

The project entitled 4 Pics 1 Word Game in JQuery Mobile is a web and mobile-based game application similar to the famous game of 4 pics 1 word. This can be installed on a stand-alone computer that can be accessed by the modern browser. It needs to be uploaded on the web directory of your server (xampp, uwamp, or wamp) since the application is powered by javascript. The application uses a hybrid development which is a type of mobile application development that uses front-end web technologies such as HTML, CSS, and Javascript, the project will be converted into a mobile application using Phonegap Build or Apache Cordova.

Web-Based Voting Application

The voting system especially with the contribution of a mobile application to our system has attracted lately the attention of many schools as manual voting to automatic voting with the hope the student’s to increase their participation and reduce the cost. While participation initiatives have been deployed across the schools with mixed results from the students. As the internet is highly known by everyone and used, a voting system with mobile application came as an alternative and easier way to vote automatically and thus was rapidly accepted.

Recent efforts to implement automated voting in schools faced many challenges, such as a lack of information communication technologies. The lack of trust in automated affects very seriously any effort to migrate from the manual voting procedures to an electric voting system since voting is a fundamental process in any school.

Technology is known as the catalyst for change that took place in different industries and institutions. Information Technology has changed the world dramatically. As of today, it is hard to imagine any sector or institution that has not benefited from the advancements in technology. The most common role that IT played in these sectors is the automation of different operations and transactions to increase efficiency and improve the overall experience and satisfaction of the people. The aforementioned capstone project ideas will be a great help in various industries.

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I am extremely satisfied with the content of this paper!! Job very well done, the writer went above and beyond my expectations. I did notice several grammatical errors that I assume would be cleaned up by the editors.

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Hi Capstone Team, Thank you so much for the completed capstone. My initial review of the assignment leads me to believe it was professionally done, met the requirements, and was delivered on time. I will not submit the project until later after I fully review, but I am confident it will support me in completing my goal. Should I move onto other projects in the future, I will be using this service. Many thanks to great work.

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I received my paper on time even I asked to revise my paper in a few hours. the paper is very well written and plagiarism free. You guys did a very good job. Thank you again!

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Thanks very much and I think I like it now. I understand is difficult to get a good grasp of what is needed because the writer is not in the classroom with me. The paper is ok and I will still work on it to meet the requirement. All that is in the paper is required. I will use the theory model (social-ecological model) and add it on. Again thank the writer for a job well done.

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loved the flow of the paper... The content was on point although there was one requirement that wasn't met, I was happy with the paper and highly recommend this writer. Thank you!

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Top Writers

Providing the best of all worlds, they won’t ever disenchant you.

I was enrolled in a doctorate program, which helped me build a practical career as an applied psychologist. Numerous events clued me in about the current issues relating to children’s and adults’ behavior. I want to share my knowledge with students who are earning the same degree.

When working for international IT companies, I realized I wanted to support future specialists and show them all the diversity of the IT area. Now I assist graduates with their practical case studies in computer sciences and improve their software-developing skills.

I’m a Botany and Anatomy tutor at the university, where I assist students in the acquirement of new experience in the biology area. It’ll help them become medical experts and researchers. So, I’ll do my best for learners to get good scores and improve their academic performance.

Due to work as a political journalist for the leading news agencies, I’m well-aware of the global political situation. I can cope with any academic project related to this field and produce a favorable outcome.

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We Generate the Capstone Project Ideas Computer Science Students Need

Because of various capstone requirements, the idea of a project in the computer science field is not just technical but also a stringent procedure. Generating computer science capstone project ideas appears difficult to understand, but with the assistance of a project expert, this capstone issue is easily handled.

It is usually prudent to consult with the computer science adviser on ideas and the student’s understanding of them. Mistakes in adhering to these capstone criteria might jeopardize the project quality. Read the capstone instructions until you understand them and are prepared to follow them.

It’s not simple to get the capstone project ideas computer science tutors demand. Writing something of the ideas’ quality, you’ll need to attain the capstone outcomes that are difficult for the project.

The following are some ideas to keep in mind when working on your computer science undertaking:

Strategize your project: you need a thorough project plan with defined ideas for completion.
Choose ideas for the project with care: if you do things wrong, you’ll end up with extra work.
Make sure you understand the requirements: always double-check what is required of you.
Outline your project: this will assist you in guiding your material and identifying any flaws early.
Do rewrite and edit your capstone: your first draft won’t be perfect, and you will make mistakes.
Don’t duplicate anything: supervisors and programs utilize software to detect plagiarized work.
Don’t submit work without double-checking it: even little errors can influence your final grade.

Stick to these computer science pieces of ideas to succeed in your project.

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The success of your CS capstone project ideas depends entirely on how well you followed the instructions and computer science standards. Many computer science students have difficulty following these rules and do not fully grasp perfect ideas. Capstone specialists are ready to get your project done.

Computer science experts always remember to meet the requirements for your capstone project computer science text. Before you can continue with the project, you must first submit a proposal and get it accepted. This proposal should be submitted for the computer science tutors’ approval.

Once the project has been approved, begin working on the computer science investigation with the help of your adviser by entrusting it to us. We begin by following the computer science formatting standards as well as the provided directives. The best ideas are also available for ordering on our website.

These are the ideas we think are great:

Developing messaging software for a local network
Methods for automated personal data processing
Recursive search techniques in data arrays
Website building with dynamic libraries
Algorithms for locating a path in a graph
Sorting algorithms in Haskell are compared
HTML + CSS site-building with responsive design

The finished project must be submitted for the computer science professor’s review, and the student must also give a presentation. The student delivers an oral and defensive presentation. We are also ready to provide you with this computer science assistance. Ideas, presentation, project itself – everything.

Advantages You Take of Capstone Project Computer Science Assistance

The acceptance and evaluation of the computer science capstone project will begin with a thorough examination of its conformance to the instructions and ideas. It is critical that you maintain complete compliance with all areas, from the idea of novelty to the relevance to the computer science issue.

The originality and quality of your capstone will be checked once the criteria have been followed. This emphasizes the worth and significance of the computer science standards. So, if you have any queries or comments regarding ideas for an effective capstone in the computer science field, don’t hesitate to contact our project assistance. Our experts are always eager to give you the greatest service.

We can assist you in submitting a successful capstone project for computer science that you can be proud of. Capstone experts assist you and provide you with all of the following advantages:

Project experts with advanced degrees in computer science.
Complete plagiarism tests to ensure that the capstone is original.
Cost-free proofreading to meet the idea of mistake-free content.
On-schedule delivery within your agreed project specifications.
Direct communication with the computer science professional.
Your satisfaction with the project or your money returned.

Highly experienced computer science specialists help you make your ideas come true.

Your Computer Science Capstone Project Comes With Extra Features

We provide more than just excellent ideas and capstones. There’s a lot more to look forward to. First and foremost, our capstone experts have exceptional time management abilities. So, even with a 48-hour deadline, they deliver every capstone on time. Are you concerned that a tight deadline may compromise the quality of your capstone and ideas? It is not the case for us.

It’s no problem if you wish to collaborate with one of the best capstone experts. When filling out the order form, select this extra idea. Regardless of whether you choose this option or not, you will receive a top-notch capstone: each expert on our website does an excellent job and offers unique ideas. You can also collaborate on your capstone with the same expert as they have a better idea of working with you.

You may also require the best capstone project ideas for computer science ahead of time, which is also accessible. Please review the draft of your capstone and provide input. The writer will make whatever changes you want. An editing service is another typical idea that our service follows. If you’ve prepared a capstone and need it to be proofread, our expert editors are ready to make it perfect.

There’s no need to seek capstone project ideas for computer science – use our service and relax!

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2021 Capstone Projects
2021 Capstone Projects. To wrap up their undergraduate experience at CU Boulder, computer science students participate in a year-long senior capstone project that gives them a chance to put their skills into practice on real-world projects, as well as to make important professional connections. Software design projects are sponsored by ...
The Best 150 Capstone Project Topic Ideas
Attractive Computer Science Capstone Project Ideas. Computer science is so rapidly developing that you might easily get lost in the new trends in the sphere. Gaming and internet security, machine learning and computer forensics, artificial intelligence, and database development - you first have to settle down on something. Check the topics ...
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Capstone projects are very important for students. They help students develop critical thinking, learn how to solve problems, improve their communication skills, research, teamwork, presentation skills, etc. It also builds up the student's resume and demonstrates learning. This is why capstone projects are so important.
100 Computer Science Capstone Project Ideas For Students
100 Best Computer Science Capstone Project Ideas. Below we have prepared 100 capstone project ideas for computer science. Object-oriented programming. SQL Server Database backup. Video sensors via face recognition. WA projects in interface creation. Model-based programming languages. IT technology in construction. Histograms based on sample data.
100 Computer Science Capstone Project Ideas For You
Best Capstone Project Computer Science Ideas. How to manage and analyze large volumes of dynamic and diverse data. Current database management systems for XML websites. Potential strategies for integrated data management. Accuracy of distributed dependable systems. How to model complex computer systems for workplaces.
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Accounting Capstone Project Ideas. Proprietorship accounting. Ethical decision-making in accounting. Income-related accounting theories. Accounting for sales and income. The effects of the recession on personal finance. Payroll management systems. The role of accounting in information systems.
Data science capstone ideas (and how to get started)
Capstone projects show your readiness for using data science in real life, and are ideally something you can add to your resume, show to employers, or even use to start a career. I find data science capstone ideas are like puppies: you want all of them, but can only keep one. Below is a list of some of my ideas and starting points.
Capstone Project
Capstone Project. The Capstone course (ICS 496) is an undergraduate course that provides final-year undergraduate students with the opportunity to work in teams and apply the knowledge and skills they have acquired during their educational journey in the ICS department to plan, execute, deliver, and present a software development project.
125 Outstanding Capstone Project Ideas in 2023
Computer Science Capstone Project Ideas The best programming languages Image processing Cybersecurity: Designing a safe mobile app Designing an automated registration software The use of stock prediction with neural networks Designing a web-based survey system Use of smartphone interface for e-medical record and management systems ...
Capstone projects
The Capstone (Senior) design experience consists of a year-long project, spread over Fall and Spring semesters. Projects are developed and sponsored by local companies. Students work in teams to meet the project expectations of the sponsor. The Capstone experience aims to give students an opportunity to bring together all of the coursework in ...
Ideas for a Capstone project? : r/compsci
A capstone project is really just a theoretical project for a company. But it can help you get a job after college if you put some work into it. You mentioned you are learning Python and you enjoy front end development. So why not build a web scraper that displays some type of data.
135 Best Capstone Project Ideas For Students
List of Capstone Project Ideas. Here we have categorized and compiled a list of 100+ capstone project ideas on various subjects such as engineering, nursing, computer science, management, and so on. If you are running short of ideas, feel free to have a look at the list below and choose a project topic that is appealing to you.
Top 80 Computer Science Capstone Project Ideas
Your bright capstone project ideas on computer science should be related to the up-to-date and important problems of dealing with information, technologies and boosting customer experience you are familiar with. Perfect options for your writing are placed somewhere between your interests and the actuality of problems you are going to explore here.
Computer Science Capstone Projects
Computer Science Capstone Projects. This page provides a summary of past projects that have been completed as part of the Computer Science capstone at SLU. ... In this capstone project, we will implement a scalable genome assembler using Apache Spark on Cloud. Apache Spark is a cutting edge open-source cluster computing framework for large ...
The Best Computer Science Capstone Project Ideas For You
Problem determination. Describing the previous solutions. Offering your own ideas. Representing how your idea will improve the computer sciences. Presenting the ways of implementing such ideas. As you can see, the plan for capstone project writing in computer sciences is very complex. And the plan implementation is way more difficult.
Computer Science Capstone Project Ideas
A computer science capstone project is a form of technical writing in an area of choice. Therefore, computer science capstone project ideas are the inherent concepts that you interrogate and write a report for the final presentation. The ideas allow you to look at the knowledge gaps in an area of interest and identify ways of addressing it.
Computer Science Capstone Project Ideas For The Most Impressive Job
The capstone computer science course you take should equip you with the knowledge of theory. Of course, you do the homework and practical assignments too. Thus, by the start of your research, you should have both theoretical knowledge and practical skills. Then, your goal is to integrate them all into resolving a problem from real life.
Pick Up the Best Capstone Project Ideas Computer Science
Affordable Computer Science Project Ideas Services. Computer science and engineering courses are a great opportunity for you to learn a whole host of different skills that you can apply to your future jobs. By completing senior capstone project ideas, you'll polish your logical thinking skills as well as boosting your knowledge base.
Harrisburg students awarded for 2023 Capstone Design projects
Outstanding student projects were recognized during the Penn State Harrisburg School of Science, Engineering, and Technology Capstone Design Conference held in April. The conference was the culmination of students' undergraduate studies and provided the opportunity to combine classroom learning with real-life applications and collaborate with industry sponsors.
List of Completed Capstone Projects with Source code
The aforementioned capstone project ideas will be a great help in various industries. You may visit our Facebook page for more information, inquiries, and comments. Please subscribe also to our YouTube Channel to receive free capstone projects resources and computer programming tutorials.
Get #1 Computer Science Capstone Project Ideas Implemented
The acceptance and evaluation of the computer science capstone project will begin with a thorough examination of its conformance to the instructions and ideas. It is critical that you maintain complete compliance with all areas, from the idea of novelty to the relevance to the computer science issue. The originality and quality of your capstone ...

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We Generate the Capstone Project Ideas Computer Science Students Need

Perfect Way to Put Your CS Capstone Project Ideas Into Practice

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Your Computer Science Capstone Project Comes With Extra Features

There’s no need to seek capstone project ideas for computer science – use our service and relax!

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