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Susan Dumais
Susan Dumais
Technical Fellow, Microsoft Research
Dirección de correo verificada de microsoft.com - Página principal
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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
199011990
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
92751997
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
69731998
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
25071998
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
24921998
Using linear algebra for intelligent information retrieval
MW Berry, ST Dumais, GW O’Brien
SIAM review 37 (4), 573-595, 1995
24791995
The vocabulary problem in human-system communication
GW Furnas, TK Landauer, LM Gomez, ST Dumais
Communications of the ACM 30 (11), 964-971, 1987
23111987
Latent semantic analysis
ST Dumais
Annual Review of Information Science and Technology (ARIST) 38, 189-230, 2004
16002004
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
15692006
Hierarchical classification of web content
S Dumais, H Chen
Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000
13182000
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
12362003
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
12242005
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Proceedings of the international AAAI conference on web and social media 4 …, 2010
11002010
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
10641988
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
10172000
Automatic and controlled processing and attention
RMS W Schneider, ST Dumais
Varieties of Attention, 1984
1011*1984
Personalized information delivery: An analysis of information filtering methods
PW Foltz, ST Dumais
Communications of the ACM 35 (12), 51-60, 1992
9951992
Improving the retrieval of information from external sources
ST Dumais
Behavior research methods, instruments, & computers 23 (2), 229-236, 1991
9711991
Computer information retrieval using latent semantic structure
SC Deerwester, ST Dumais, GW Furnas, RA Harshman, TK Landauer, ...
US Patent 4,839,853, 1989
7911989
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
7652005
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