Topic modelling refers to the task of identifying topics that best describes a set of documents. These topics will only emerge during the topic modelling process (therefore called latent). And one…
In natural language understanding, there is a hierarchy of lenses through which we can extract meaning - from words to sentences to paragraphs to documents. At the document level, one of the most useful ways to understand text is by analyzing its topics.
S. Vakulenko, O. Müller, and J. vom Brocke. Proceedings of the International Conference on Information Systems - Building a Better World through Information Systems, ICIS 2014, Auckland, New Zealand, December 14-17, 2014, Association for Information Systems, (2014)
A. Bakalov, A. McCallum, H. Wallach, and D. Mimno. Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, page 237--240. New York, NY, USA, ACM, (2012)
M. Łopuszyński. Legal Knowledge and Information Systems, JURIX 2014: The Twenty-Seventh Annual Conference, volume 271 of Frontiers in Artificial Intelligence and Applications, IOS Press, (2015)