Susan Dumais

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Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Jaime TeevanChief Scientist, MicrosoftVerified email at microsoft.com
George FurnasProfessor of Information, Professor of Computer Science, Professor of Psychology, University of MichiganVerified email at umich.edu
Ryen W. WhitePartner Research Manager, MicrosoftVerified email at microsoft.com
Paul N. BennettPartner Research Manager, Microsoft ResearchVerified email at microsoft.com
Edward (Ed) CutrellPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Daniel J. LieblingGoogleVerified email at liebling.org
John C. PlattGoogleVerified email at google.com
Gary William FlakeIndependentVerified email at flake.org
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Daniel C. RobbinsPrincipal UX Designer AR/VRVerified email at alumni.brown.edu
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Meredith Ringel MorrisSr. Principal Researcher and Research Manager, Microsoft ResearchVerified email at microsoft.com
Kevyn Collins-ThompsonAssociate Professor, University of MichiganVerified email at acm.org
Eytan AdarAssociate Professor, University of MichiganVerified email at umich.edu
Eugene AgichteinProfessor of Computer Science, Emory UniversityVerified email at emory.edu
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Ahmed Hassan AwadallahMicrosoft ResearchVerified email at microsoft.com
Mary CzerwinskiMicrosoft ResearchVerified email at microsoft.com
Hao ChenProfessor of Computer Science, UC DavisVerified email at ucdavis.edu

Susan Dumais

Technical Fellow, Microsoft Research

Verified email at microsoft.com - Homepage

Information Retrieval Human-Computer Interaction


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Indexing by latent semantic analysis S Deerwester, ST Dumais, GW Furnas, TK Landauer, R Harshman Journal of the American society for information science 41 (6), 391-407, 1990	16148	1990
A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge. TK Landauer, ST Dumais Psychological review 104 (2), 211, 1997	7342	1997
Support vector machines MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998	3072	1998
Using linear algebra for intelligent information retrieval MW Berry, ST Dumais, GW O’Brien SIAM review 37 (4), 573-595, 1995	2308	1995
Inductive learning algorithms and representations for text categorization S Dumais, J Platt, D Heckerman, M Sahami Proceedings of the seventh international conference on Information and …, 1998	2218	1998
A Bayesian approach to filtering junk e-mail M Sahami, S Dumais, D Heckerman, E Horvitz Learning for Text Categorization: Papers from the 1998 workshop 62, 98-105, 1998	2210	1998
The vocabulary problem in human-system communication GW Furnas, TK Landauer, LM Gomez, ST Dumais Communications of the ACM 30 (11), 964-971, 1987	1951	1987
Improving web search ranking by incorporating user behavior information E Agichtein, E Brill, S Dumais Proceedings of the 29th annual international ACM SIGIR conference on …, 2006	1352	2006
Handbook of latent semantic analysis TK Landauer, DS McNamara, S Dennis, W Kintsch Psychology Press, 2013	1192	2013
Hierarchical classification of web content S Dumais, H Chen Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000	1152	2000
Stuff I've seen: a system for personal information retrieval and re-use S Dumais, E Cutrell, JJ Cadiz, G Jancke, R Sarin, DC Robbins Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	1146	2003
Personalizing search via automated analysis of interests and activities J Teevan, ST Dumais, E Horvitz Proceedings of the 28th annual international ACM SIGIR conference on …, 2005	1107	2005
Cognitive skills and their acquisition JR Anderson Psychology Press, 1981	1081	1981
Latent semantic analysis ST Dumais Annual review of information science and technology 38 (1), 188-230, 2004	979	2004
Characterizing microblogs with topic models. D Ramage, ST Dumais, DJ Liebling icwsm 10 (1), 16, 2010	953	2010
Technique which utilizes a probabilistic classifier to detect" junk" e-mail by automatically updating a training and re-training the classifier based on the updated training set E Horvitz, DE Heckerman, ST Dumais, M Sahami, JC Platt US Patent 6,161,130, 2000	946	2000
Personalized information delivery: An analysis of information filtering methods PW Foltz, ST Dumais Communications of the ACM 35 (12), 51-60, 1992	903	1992
Improving the retrieval of information from external sources ST Dumais Behavior research methods, instruments, & computers 23 (2), 229-236, 1991	874	1991
Using latent semantic analysis to improve access to textual information ST Dumais, GW Furnas, TK Landauer, S Deerwester, R Harshman Proceedings of the SIGCHI conference on Human factors in computing systems …, 1988	857	1988
Automatic and controlled processing and attention RMS W Schneider, ST Dumais Varieties of Attention, 1984	808*	1984

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