examples of research problems in computer science

1. Formulating good research problems comes from experience. If you understand an area well, you will see the fundamental concepts. From there, your problem statement is simply an articulation of these concepts. For a beginner, this is very hard. Advice: try to cut down the problems into sub-problems.

Adapt explainable AI research to a consumer-facing problem; Note: I am happy to advise any project if there's a sufficient overlap in interest and/or expertise; please reach out via email to chat about project ideas. ... An example from Computer Science could include using TigerEnergy, a platform which provides real-time data on campus energy ...

Computer Science Research Topics. Computer Science Research Topics are as follows: Using machine learning to detect and prevent cyber attacks. Developing algorithms for optimized resource allocation in cloud computing. Investigating the use of blockchain technology for secure and decentralized data storage. Developing intelligent chatbots for ...

and state a research problem step by step with some examples in computer science. 2. How to find a research problem in computer science 2.1 Two types of research With different objects, research can be divided into two types, basic research and applied research[3]. Ba-sic research aims for enhancing and extending human

3 Choosing a Computer Science research problem One of the hardest problems with doing research in any field of science is selecting a problem. ... For example, a farmer might experiment with different mixes of organic fertilizer to increase the yield of a field. A mechanic might adjust an engine

Computer science research topics can be divided into several categories, such as artificial intelligence, big data and data science, human-computer interaction, security and privacy, and software engineering. If you are a student or researcher looking for computer research paper topics. In that case, this article provides some suggestions on ...

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

If your field is interdisciplinary, ask people in the other discipline what they think is interesting. In fact, ask them why they think computer scientists are irrelevant. In many areas, the data have a way of suggesting their own problems. Linguists can find unexplained phenomena in any magazine article.

The Most Important Unsolved Problem in Computer Science. When the Clay Mathematics Institute put individual $1-million prize bounties on seven unsolved mathematical problems, they may have ...

This section offers a well-organized and extensive list of 1000 computer science thesis topics, designed to illuminate diverse pathways for academic inquiry and innovation. Whether your interest lies in the emerging trends of artificial intelligence or the practical applications of web development, this assortment spans 25 critical areas of ...

Researchers, in the field of computer science and engineering, may view the research process in a. way depicted by Figure 1. There is an experimenter in a middle of the research field trying to ...

Research questions should: Define what is being measured. Define the population group. Be neutral (not assume the intervention being studied is effective or not) Be able to be answered in the timeframe you have planned for the study. Depending on the study length, more than one research question can be appropriate.

Abstract. Research methods are essential parts in conducting any research project. Although they have been theorized and summarized based on best practices, every field of science requires an ...

The RTA list of open problems - open problems in rewriting. The TLCA List of Open Problems - open problems in area typed lambda calculus. Categories: Conjectures. Lists of unsolved problems. Unsolved problems in computer science.

There are numerous examples of problems caused by unconstrained technological solutionism—the default tendency to pursue purely technological solutions to societal problems. ... Technical computer science and computing research training does not currently provide computing researchers with the knowledge and skills needed to move beyond the ...

We also believe that highlighting excellent research will inspire others to enter the computing education field and make their own contributions.". The Top Ten Symposium Papers are: 1. " Identifying student misconceptions of programming " (2010) Lisa C. Kaczmarczyk, Elizabeth R. Petrick, University of California, San Diego; Philip East ...

The P ≠ NP conjecture is still unproven, yet most computer scientists believe that many familiar problems — including, for instance, the traveling salesman problem — fall into this impossibly hard category. The challenge in the salesman example is to find the shortest route, in terms of distance or time, through N different cities.

Within the sphere of computer science education am I now particularly interested in dis-tance learning, collaborative learning, and computer-assisted instruction. Those interests are manifest across a range of research projects that can be broadly categorized as relating to assessment, instructional technologies, and peer instruction.

Sample research projects: Christopher Musco and doctoral student Raphael A. Meyer wrote a paper titled "Hutch++: Optimal Stochastic Trace Estimation" that introduces an new randomized algorithm for implicit trace estimation, a linear algebra problem with applications ranging from computational chemistry, to understanding social networks and ...

CSSA Sample PhD proposals. Purpose. Welcome to the on-line version of the UNC dissertation proposal collection. The purpose of this collection is to provide examples of proposals for those of you who are thinking of writing a proposal of your own. I hope that this on-line collection proves to be more difficult to misplace than the physical ...

For example, quicksort and mergesort like algorithms were invented as more efficient sorting algorithms for quite larger lists. However, like any other field of study, computer science also has ...

List of unsolved problems may refer to several notable conjectures or open problems in various academic fields: Natural sciences, engineering and medicine ... Unsolved problems in computer science; Unsolved problems in information theory; Social sciences and humanities. Problems in philosophy;

Craft a clear and compelling research interest statement for your research work. Easily use our sample research interest statement templates available in various areas of research study for undergraduate, graduate school, master's program, and Ph.D. such as biology, chemistry, computer science, ecology, economics, physics, psychology, and many other fields.

The ocean is warming. Rising greenhouse gas concentrations not only warm the air, but the ocean, too. Research shows that around 90 percent of the excess heat from global warming is being absorbed by the ocean. Ocean heat has steadily risen since measurements began in 1955, breaking records in 2023.All this added heat has led to more frequent and intense marine heat waves.

The approach is an early example of 'self-healing grid' technology, which uses AI to detect and repair problems such as outages autonomously and without human intervention when issues occur, such ...