Overview of Research Areas in Computer Science
Explore various research areas in Computer Science including Algorithms & theory, Artificial intelligence, Data science, Games, Machine learning, Robotics, and more. Understand the diversity and importance of different domains within the field of Computer Science research.
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CS 3950 Introduction to Computer Science Research MEETING 3: CS MEETING 3: CS RESAERCH RESAERCH AREA OVERVIEW AREA OVERVIEW
Caveats There are many ways to classify research areas, none is perfect Khoury: 15 areas csrankings.org: AI, Systems, Theory, Interdisciplinary Areas ACM SIGs: 37 special interest groups Research may fall into multiple categories I study networked systems, measuring them for privacy violations Treat research area names as a matter of convenience 2
Research areas for discussion Algorithms & theory Artificial intelligence Data science Formal methods Games Human-centered computing Machine learning Natural language processing & Information retrieval Network science Personal health informatics Programming languages Robotics Security & privacy Software engineering Systems and networking 3
Research areas for discussion Algorithms & theory Artificial intelligence Data science Formal methods Games Human-centered computing Machine learning Natural language processing & Information retrieval Network science Personal health informatics Programming languages Robotics Security & privacy Software engineering Systems and networking 4
