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Susan Dumais
Susan Dumais
Technical Fellow, Microsoft Research
E-mail confirmado em microsoft.com - Página inicial
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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
178201990
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
81661997
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
40221998
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
23811998
Using linear algebra for intelligent information retrieval
MW Berry, ST Dumais, GW O’Brien
SIAM review 37 (4), 573-595, 1995
23781995
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
23761998
The vocabulary problem in human-system communication
GW Furnas, TK Landauer, LM Gomez, ST Dumais
Communications of the ACM 30 (11), 964-971, 1987
21211987
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
14552006
Hierarchical classification of web content
S Dumais, H Chen
Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000
12422000
Latent semantic analysis
ST Dumais
Annual Review of Information Science and Technology (ARIST) 38, 189-230, 2004
12382004
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
12022003
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
11702005
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Fourth international AAAI conference on weblogs and social media, 2010
10212010
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
9862000
Personalized information delivery: An analysis of information filtering methods
PW Foltz, ST Dumais
Communications of the ACM 35 (12), 51-60, 1992
9611992
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
9461988
Improving the retrieval of information from external sources
ST Dumais
Behavior research methods, instruments, & computers 23 (2), 229-236, 1991
9331991
Automatic and controlled processing and attention
RMS W Schneider, ST Dumais
Varieties of Attention, 1984
909*1984
Computer information retrieval using latent semantic structure
SC Deerwester, ST Dumais, GW Furnas, RA Harshman, TK Landauer, ...
US Patent 4,839,853, 1989
7561989
Bringing order to the web: Automatically categorizing search results
H Chen, S Dumais
Proceedings of the SIGCHI conference on Human factors in computing systems …, 2000
7232000
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