Browsing by Subject "topic modeling"

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  • Blei, David (Indiana University Workshop in Methods, 2015-10-16)
    Probabilistic topic models provide a suite of tools for analyzing large document collections. Topic modeling algorithms discover the latent themes that underlie the documents and identify how each document exhibits those ...
  • Ding, Ying (Journal of Informetrics, 2011-01)
    Scientific collaboration and endorsement are well-established research topics which utilize three kinds of methods: survey/questionnaire, bibliometrics, and complex network analysis. This paper combines topic modeling and ...

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