Dumais, Susan

Support vector machines

Hearst, M. A., Dumais, S. T., Osuna, E., Platt, J., & Scholkopf, B. (1998) · IEEE Intelligent Systems and their Applications

Machine Learning and AlgorithmsText and Document Classification Technologies

Cited by 7,243

A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.

Landauer, T. K., & Dumais, S. T. (1997) · Psychological Review

Topic ModelingReading and Literacy Development

Cited by 6,282

The vocabulary problem in human-system communication

Furnas, G. W., Landauer, T. K., Gomez, L. M., & Dumais, S. T. (1987) · Communications of the ACM

Usability and User Interface DesignInformation Retrieval and Search Behavior

Cited by 1,504

Characterizing the influence of domain expertise on web search behavior

White, R. W., Dumais, S. T., & Teevan, J. (2009) · Proceedings of the Second ACM International Conference on Web Search and Data Mining

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 312

Large scale analysis of web revisitation patterns

Adar, E., Teevan, J., & Dumais, S. T. (2008) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Information Retrieval and Search BehaviorWeb Data Mining and Analysis

Cited by 255

Understanding User Behavior Through Log Data and Analysis

Dumais, S., Jeffries, R., Russell, D. M., Tang, D., & Teevan, J. (2014) · Ways of Knowing in HCI

Information Retrieval and Search BehaviorUsability and User Interface Design

Cited by 131

Modeling and predicting behavioral dynamics on the web

Radinsky, K., Svore, K., Dumais, S., Teevan, J., Bocharov, A., & Horvitz, E. (2012) · Proceedings of the 21st international conference on World Wide Web

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 122

The influence of caption features on clickthrough patterns in web search

Clarke, C. L. A., Agichtein, E., Dumais, S., & White, R. W. (2007) · Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 119

Direct answers for search queries in the long tail

Bernstein, M. S., Teevan, J., Dumais, S., Liebling, D., & Horvitz, E. (2012) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Information Retrieval and Search BehaviorExpert finding and Q&A systems

Cited by 97

Describing categories of objects for menu retrieval systems

Dumais, S. T., & Landauer, T. K. (1984) · Behavior Research Methods, Instruments, & Computers

Information Retrieval and Search BehaviorUsability and User Interface Design

Cited by 27

Local Factor Models for Large-Scale Inductive Recommendation

Yang, L., Schnabel, T., Bennett, P. N., & Dumais, S. (2021) · Fifteenth ACM Conference on Recommender Systems

Recommender Systems and TechniquesAdvanced Bandit Algorithms Research

Cited by 6