A review of topic modeling methods

Topic modeling is a popular analytical tool for evaluating data. Numerous methods of topic modeling have been developed which consider many kinds of relationships and restrictions within datasets; however, these methods are not frequently employed. Instead many researchers gravitate to Latent Dirich...

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Veröffentlicht in:	Information systems (Oxford) Jg. 94; S. 101582
Hauptverfasser:	Vayansky, Ike, Kumar, Sathish A.P.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Oxford Elsevier Ltd 01.12.2020 Elsevier Science Ltd
Schlagworte:	Algorithms Data Data mining Digital media Dirichlet problem Inference algorithms Information systems Modelling Probabilistic Bayesian networks Social media Social Media analysis Temporal analysis Text analysis Topic correlation Topic modeling Topics Topic modeling Temporal analysis Text analysis Probabilistic Bayesian networks Social Media analysis Topic correlation Inference algorithms
ISSN:	0306-4379, 1873-6076
Online-Zugang:	Volltext
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