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The statistics of topic modelling.
2015This research project aims to provide a clear and concise guide to latent dirichlet allocation which is a form of topic modelling. The aim is to help researchers who do not have a strong background in mathematics or statistics to feel comfortable with using topic modelling in their work.
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Statistics and Related Topics.
Journal of the Royal Statistical Society. Series A (General), 1984D. J. Hand +4 more
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A Topical Dictionary of Statistics
Technometrics, 1988Marvin Gruber, Gary L. Tietjen
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A systematic review of the use of topic models for short text social media analysis
Artificial Intelligence Review, 2023Wray Lindsay Buntine +2 more
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Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey
Multimedia Tools and Applications, 2018Hamed Jelodar, Yongli Wang
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An alternative topic model based on Common Interest Authors for topic evolution analysis
Journal of Informetrics, 2020Suk Hwan Jung, Wan Chul Yoon
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