Susan Dumais

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Eric HorvitzMicrosoftVerified email at microsoft.com
Jaime TeevanChief Scientist & Technical Fellow, 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. WhiteGeneral Manager, Deputy Lab Director, Microsoft ResearchVerified email at microsoft.com
Paul N. BennettDirector of Research, Large Language Models, SpotifyVerified email at spotify.com
Edward (Ed) CutrellSr. Principal 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
Xuedong D. HuangMicrosoftVerified email at microsoft.com
Daniel C. RobbinsPrincipal UX Designer AI/AR/VRVerified email at alumni.brown.edu
Ahmed H. AwadallahMicrosoft ResearchVerified email at microsoft.com
Mehran SahamiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Kevyn Collins-ThompsonAssociate Professor, University of MichiganVerified email at acm.org
Meredith Ringel MorrisDirector, Human-AI Interaction Research, Google DeepMindVerified email at google.com
Marti A HearstProfessor, University of California, BerkeleyVerified email at berkeley.edu
Eytan AdarAssociate Professor, University of MichiganVerified email at umich.edu
William JonesUniversity of WashingtonVerified email at uw.edu
Eugene AgichteinProfessor of Computer Science, Emory University and Amazon ScholarVerified email at emory.edu

Susan Dumais

Technical Fellow, Microsoft Research

Verified email at microsoft.com - Homepage

Information Retrieval Human-Computer Interaction


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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	19806	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	9212	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	6702	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	2489	1998
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	2482	1998
Using linear algebra for intelligent information retrieval MW Berry, ST Dumais, GW O’Brien SIAM review 37 (4), 573-595, 1995	2475	1995
The vocabulary problem in human-system communication GW Furnas, TK Landauer, LM Gomez, ST Dumais Communications of the ACM 30 (11), 964-971, 1987	2301	1987
Latent semantic analysis ST Dumais Annual Review of Information Science and Technology (ARIST) 38, 189-230, 2004	1575	2004
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	1565	2006
Hierarchical classification of web content S Dumais, H Chen Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000	1310	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	1236	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	1221	2005
Characterizing microblogs with topic models D Ramage, S Dumais, D Liebling Proceedings of the international AAAI conference on web and social media 4 …, 2010	1096	2010
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	1061	1988
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	1016	2000
Automatic and controlled processing and attention RMS W Schneider, ST Dumais Varieties of Attention, 1984	997*	1984
Personalized information delivery: An analysis of information filtering methods PW Foltz, ST Dumais Communications of the ACM 35 (12), 51-60, 1992	991	1992
Improving the retrieval of information from external sources ST Dumais Behavior research methods, instruments, & computers 23 (2), 229-236, 1991	971	1991
Computer information retrieval using latent semantic structure SC Deerwester, ST Dumais, GW Furnas, RA Harshman, TK Landauer, ... US Patent 4,839,853, 1989	791	1989
Evaluating implicit measures to improve web search S Fox, K Karnawat, M Mydland, S Dumais, T White ACM Transactions on Information Systems (TOIS) 23 (2), 147-168, 2005	763	2005

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