Overview of Research Areas in Computer Science
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CS 3950
Introduction to
Computer Science Research
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Caveats
There are many ways to classify research areas, none is perfect
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Khoury: 15 areas
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csrankings.org: AI, Systems, Theory, Interdisciplinary Areas
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ACM SIGs: 37 special interest groups
Research may fall into multiple categories
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I study
network
ed
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
8/22/2012
Defense
Christo Wilson
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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Presentation Transcript
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
