Interpreting document collections with topic models

This thesis concerns topic models, a set of statistical methods for interpreting the contents of document collections. These models automatically learn sets of topics from words frequently co-occurring in documents. Topics learned often represent abstract thematic subjects, i.e Sports or Politics. T...

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Bibliographic Details
Main Author: Aletras, Nikolaos
Other Authors: Stevenson, Mark
Published: University of Sheffield 2014
Subjects:
004
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.631458