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
169021990
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
76731997
Support vector machines
MA Hearst, ST Dumais, E Osuna, J Platt, B Scholkopf
IEEE Intelligent Systems and their applications 13 (4), 18-28, 1998
33521998
Using linear algebra for intelligent information retrieval
MW Berry, ST Dumais, GW O’Brien
SIAM review 37 (4), 573-595, 1995
23581995
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
23041998
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
22941998
The vocabulary problem in human-system communication
GW Furnas, TK Landauer, LM Gomez, ST Dumais
Communications of the ACM 30 (11), 964-971, 1987
20251987
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
14052006
Handbook of latent semantic analysis
TK Landauer, DS McNamara, S Dennis, W Kintsch
Psychology Press, 2013
1357*2013
Hierarchical classification of web content
S Dumais, H Chen
Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000
12042000
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
11692003
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
11402005
Cognitive skills and their acquisition
JR Anderson
Psychology Press, 1981
10971981
Latent semantic analysis
ST Dumais
Annual review of information science and technology 38 (1), 188-230, 2004
10662004
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Proceedings of the International AAAI Conference on Web and Social Media 4 (1), 2010
9882010
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
9632000
Personalized information delivery: An analysis of information filtering methods
PW Foltz, ST Dumais
Communications of the ACM 35 (12), 51-60, 1992
9341992
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
9101988
Improving the retrieval of information from external sources
ST Dumais
Behavior research methods, instruments, & computers 23 (2), 229-236, 1991
8961991
Automatic and controlled processing and attention
RMS W Schneider, ST Dumais
Varieties of Attention, 1984
863*1984
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