Susan Dumais
Susan Dumais
Distinguished Scientist, Microsoft Research
Verified email at microsoft.com - Homepage
TitleCited byYear
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
151111990
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
68601997
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
25871998
Using linear algebra for intelligent information retrieval
MW Berry, ST Dumais, GW O’Brien
SIAM review 37 (4), 573-595, 1995
22391995
Inductive learning algorithms and representations for text categorization
S Dumais, J Platt, D Heckerman, M Sahami
21441998
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
21201998
The vocabulary problem in human-system communication
GW Furnas, TK Landauer, LM Gomez, ST Dumais
Communications of the ACM 30 (11), 964-971, 1987
18671987
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
12742006
Handbook of latent semantic analysis
TK Landauer, DS McNamara, S Dennis, W Kintsch
Psychology Press, 2013
11112013
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
11092003
Hierarchical classification of web content
S Dumais, H Chen
Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000
11012000
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
10862005
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
9612000
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Fourth international AAAI conference on weblogs and social media, 2010
9002010
Personalized information delivery: An analysis of information filtering methods
PW Foltz, ST Dumais
Communications of the ACM 35 (12), 51-60, 1992
8811992
Latent semantic analysis
ST Dumais
Annual review of information science and technology 38 (1), 188-230, 2004
8632004
Improving the retrieval of information from external sources
ST Dumais
Behavior Research Methods, Instruments, & Computers 23 (2), 229-236, 1991
8571991
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
7911988
Automatic and controlled processing and attention
RMS W Schneider, ST Dumais
Varieties of Attention, 1984
772*1984
Computer information retrieval using latent semantic structure
SC Deerwester, ST Dumais, GW Furnas, RA Harshman, TK Landauer, ...
US Patent 4,839,853, 1989
7071989
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