글 쓴 이(By): hyun (현 승석) 날 짜 (Date): 1993년07월17일(토) 10시32분15초 KDT 제 목(Title): 인공지능분야 대학원 다음은 USENET의 comp.ai의 FAQ내용중에 인공지능분야에 훌륭한 프로그램을 가지구 있는 대학원 리스트입니다. Gourman이나 US News지인가에서 하는 별다른 근거 없는 랭킹보다는 자기자신이 전공하고자 하는 분야에 좋은 프로그램을 가진 학교를 찾아 보는 것이 더 낳은 방법입니다. -- 푸바 Subject: [1-10] What are the top schools in AI? The answer to this question is not intended to be a ranking and should not be interpreted as such. There are several major problems with ratings like the Gourman Report and the US News and World Report. Such rankings are often unsubstantiated and anecdotal, their accuracy is questionable, and they do not focus on the subfields of an area. When selecting a graduate school, students should look for schools which not only have excellent programs in their general area of research but also at least one faculty member whose research interests mesh well with the student's. Accordingly, we've broken down this list according to topic, and sorted the schools within each topic in ALPHABETICAL ORDER. For a school to be added to a topic area, there should at least two faculty actively conducting research in that area and the school should have a "good" reputation in that area. Exceptions are made for schools which only have one faculty member in the area, but that professor is a "leader" of the area, or for fields where the total number of people working in the area is small in the first place. The general idea behind these criteria is to ensure that a school has enough activity in the area that a student who considers one of these schools won't be disappointed if one of the faculty in that area is on sabbatical or isn't taking students. The best way for students to discover which schools are good in a field is to ask professors (and graduate students) in their undergraduate school for suggestions on where to apply. Reading the research journals in the field is another good method (see question [1-1]). A list of email addresses for CS departments is posted once a month to the newsgroup soc.college.gradinfo. The Association for Computational Linguistics publishes a directory of graduate programs in Computational Linguistics ($15 for members, $30 for others). Contact Donald E. Walker (ACL), Bellcore, 445 South Street MRE 2A379, Morristown, NJ 07960, +1-201-829-4312, acl@bellcore.com for more information. NOTE THAT THIS LIST IS PRELIMINARY AND BY NO MEANS COMPLETE. Please feel free to suggest schools that are particularly strong in any of these areas, or to suggest new areas to be listed. Schools with excellent programs in most fields: Carnegie Mellon University (CMU) MIT Stanford Georgia Tech Imperial College Indiana Institute for the Learning Sciences, Northwestern University (ILS) Maryland Rutgers SUNY/Buffalo Sussex University Toronto UCLA UC/Berkeley Univ. of Edinburgh Univ. of Illinois/Urbana-Champaign (UIUC) Univ. of Maryland/College Park Univ. of Massachusetts/Amherst Univ. of Michigan Univ. of Pittsburgh Univ. of Rochester Univ. of Southern California & USC/Information Sciences Institute Yale AI and Manufacturing: Carnegie Mellon University (CMU) -- CIMDS Univ. of Maryland/College Park Univ. of Toronto AI and Medicine: MIT Stanford Univ. of Pittsburgh AI and Legal Reasoning: Imperial College Univ. of Massachusetts/Amherst Artificial Life: UCLA Automated Deduction/Theorem Proving: Imperial College Stanford Univ. of Edinburgh Univ. of Oregon Univ. of Texas/Austin Case-Based Reasoning/Analogical Reasoning: Chicago Georgia Tech Institute for the Learning Sciences, Northwestern University (ILS) Univ. of Massachusetts/Amherst Univ. of Pittsburgh Cognitive Modelling: Carnegie Mellon University (CMU) Georgia Tech Indiana Univ. of Maryland/College Park Univ. of Michigan Cognitive Science: Brown University Carnegie Mellon University (CMU) Georgia Tech Indiana University/Bloomington Johns Hopkins MIT Princeton Rutgers SUNY/Buffalo Stanford UC/Berkeley UC/San Diego Univ. of Colorado/Boulder Univ. of Edinburgh Univ. of Minnesota Univ. of Pennsylvania Univ. of Rochester Connectionism/Neural Networks: Boston University, Cognitive and Neural Systems Department (ART networks) Brown University CalTech Carnegie Mellon University (CMU) Indiana MIT Ohio State Univ. Stanford Syracuse University Toronto UC/Irvine UC/San Diego UCLA UNC/Chapel Hill Univ. of Colorado/Boulder Univ. of Illinois/Urbana-Champaign (UIUC) Univ. of Maryland/College Park Univ. of Massachusetts/Amherst Univ. of Pennsylvania Univ. of Southern California & USC/Information Sciences Institute Decision Theory and AI: Berkeley MIT Stanford Univ. of Michigan Univ. of Washington Distributed AI: Univ. of Massachusetts/Amherst Univ. of Michigan Emotion: Carnegie Mellon University Institute for the Learning Sciences, Northwestern University (ILS) Fuzzy Logic: Berkeley Genetic Algorithms: George Mason Univ. of Illinois/Urbana-Champaign (UIUC) Univ. of Michigan Integrated AI Architectures: Carnegie Mellon University (CMU) Stanford Univ. of Michigan Intelligent Tutoring, AI & Education: Carnegie Mellon University (Cognitive Science Department) Illinois Institute of Technology (IIT) Institute for the Learning Sciences, Northwestern University (ILS) Univ. of Pittsburgh Knowledge Representation: Institute for the Learning Sciences, Northwestern University (ILS) Stanford SUNY/Buffalo Univ. of Maryland/College Park Univ. of Oregon Logic Programming and Logic-based AI: Carnegie Mellon University (CMU) Imperial College Stanford UCLA Univ. of Edinburgh Univ. of Maryland/College Park Univ. of Melbourne Univ. of Illinois/Urbana-Champaign (UIUC) Univ. of Oregon Univ. of Pennsylvania Machine Discovery: Carnegie Mellon University (CMU) Machine Learning: Brown University Carnegie Mellon University (CMU) George Mason Georgia Tech Johns Hopkins MIT UCI Univ. of Massachusetts/Amherst Univ. of Michigan Univ. of Southern California & USC/Information Sciences Institute Natural Language Processing (NLU, NLG, Parsing, NLI, Speech): Brown Carnegie Mellon University (CMU) Columbia Georgia Tech Illinois Institute of Technology (IIT) Institute for the Learning Sciences, Northwestern University (ILS) ISI Indiana MIT Penn Stanford SUNY/Buffalo Toronto UCLA Univ. of Edinburgh Univ. of Maryland/College Park Univ. of Massachusetts/Amherst Univ. of Pittsburgh Univ. of Rochester Univ. of Southern California & USC/Information Sciences Institute Waterloo (stylistics, MT, discourse) Nonmonotonic Reasoning: Imperial College Stanford UCLA Univ. of Maryland/College Park Univ. of Oregon Toronto Philosophy of AI: Berkeley MIT Univ. of Maryland/College Park Planning: Brown University Carnegie Mellon University (CMU) Imperial College MIT Stanford Univ. of Maryland/College Park Univ. of Massachusetts/Amherst Univ. of Oregon Univ. of Pittsburgh Univ. of Rochester Univ. of Washington/Seattle Waterloo Production Systems/Expert Systems: Carnegie Mellon University (CMU) Illinois Institute of Technology (IIT) Stanford Qualitative Physics and Model Based Reasoning: Northwestern ILS (Forbus) Univ. of Oregon Univ. of Texas Univ. of Washington Reasoning Under Uncertainty (Probabilistic Reasoning, Approximate Reasoning, etc.): Brown University George Mason Oregon State University Stanford UCLA Univ. of Maryland/College Park Univ. of Rochester University of South Carolina Robotics: Bristol Polytechnic, UK Brown California Institute of Technology (Caltech) Carnegie Mellon University (CMU) Georgia Tech Harvard Hull University, UK MIT Naval Postgraduate School New York University (NYU) Courant Institute of Mathematical Sciences North Carolina State Univerisity/Raleigh (NCSU) Oxford Purdue Reading University, UK Rennsalear Polytechnic Institute (RPI) Salford University, UK Stanford Swiss Federal Institute of Technology UC/Berkeley Univ. of Alberta Univ. of Edinburgh Univ. of Kansas Univ. of Kentucky Univ. of Maryland/College Park Univ. of Massachusetts/Amherst Univ. of Michigan Univ. of Paris INRIA Univ. of Pennsylvania Univ. of Southern California & USC/Information Sciences Institute Univ. of Utah Univ. of Wisconsin Yale Search: UCLA Univ. of Maryland/College Park Univ. of Oregon Temporal Reasoning: Imperial College Virtual Reality: Carnegie Mellon University (CMU) Columbia Florida Institute of Technology MIT Media Lab Naval Postgraduate School UVA Univ. North Carolina/Chapel Hill (UNC) Vision: Carnegie Mellon University (CMU) Columbia Johns Hopkins MIT SUNY/Buffalo UCLA Univ. of Edinburgh Univ. of Maryland/College Park Univ. of Massachusetts/Amherst Univ. of Rochester Univ. of Southern California & USC/Information Sciences Institute |