Topic-aware social influence propagation models

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Maximizing the spread of influence through a social network

David Kempe, Jon Kleinberg, Éva Tardos · 2003 · 7.3K citations

Social Sciences, Marketing, Collective Behavior +16

An analysis of approximations for maximizing submodular set functions—I

George L. Nemhauser, Laurence A. Wolsey, Marshall L. Fisher · Mathematical Programming · 1978 · 4.5K citations

Natural Sciences, Computer Science, Mathematics +10

Probabilistic latent semantic indexing

Thomas Hofmann · 1999 · 3.9K citations · Full text

Computing, Computer Science, Computational Linguistics +16