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
143561990
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
65481997
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
22651998
Using linear algebra for intelligent information retrieval
MW Berry, ST Dumais, GW O’Brien
SIAM review 37 (4), 573-595, 1995
21821995
Inductive learning algorithms and representations for text categorization
S Dumais, J Platt, D Heckerman, M Sahami
20501998
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
20331998
The vocabulary problem in human-system communication
GW Furnas, TK Landauer, LM Gomez, ST Dumais
Communications of the ACM 30 (11), 964-971, 1987
18071987
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
12092006
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
Acm sigir forum 49 (2), 28-35, 2016
10722016
Hierarchical classification of web content
S Dumais, H Chen
Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000
10672000
Handbook of latent semantic analysis
TK Landauer, DS McNamara, S Dennis, W Kintsch
Psychology Press, 2013
10582013
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
10212005
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
9572000
Personalized information delivery: An analysis of information filtering methods
PW Foltz, ST Dumais
Communications of the ACM 35 (12), 51-60, 1992
8581992
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Fourth international AAAI conference on weblogs and social media, 2010
8502010
Improving the retrieval of information from external sources
ST Dumais
Behavior Research Methods, Instruments, & Computers 23 (2), 229-236, 1991
8281991
Latent semantic analysis
ST Dumais
Annual review of information science and technology 38 (1), 188-230, 2004
7772004
Automatic and controlled processing and attention
RMS W Schneider, ST Dumais
Varieties of Attention, 1984
752*1984
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
7451988
Computer information retrieval using latent semantic structure
SC Deerwester, ST Dumais, GW Furnas, RA Harshman, TK Landauer, ...
US Patent 4,839,853, 1989
6721989
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