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To evaluate the development of topic modelling studies, the present study reports a bibliometric analysis of SCIE, SSCI and A&amp;HCI listed articles published from 2000 and 2017. Bibliometric indices for productive authors, countries and institutions are analysed. In addition, thematic changes concerning topic modelling are also examined. Results show that China plays a leading role in this field. Topic modelling has established itself as an important technique in not only natural and formal sciences but also social sciences. LDA, social networks and text analysis are the topics with increasing popularity, while certain models (e.g. pLSA) and applications (e.g. topic detection) are declining in popularity. The findings could help researchers optimise research topic choices, seek collaboration with appropriate partners and stay up-to-date with the development of the field. <\/jats:p>","DOI":"10.1177\/0165551519877049","type":"journal-article","created":{"date-parts":[[2019,9,20]],"date-time":"2019-09-20T08:41:50Z","timestamp":1568968910000},"page":"161-175","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":94,"title":["A bibliometric analysis of topic modelling studies (2000\u20132017)"],"prefix":"10.1177","volume":"47","author":[{"given":"Xin","family":"Li","sequence":"first","affiliation":[{"name":"School of Foreign Languages, Huazhong University of Science and Technology, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3366-1855","authenticated-orcid":false,"given":"Lei","family":"Lei","sequence":"additional","affiliation":[{"name":"School of Foreign Languages, Huazhong University of Science and Technology, China"}]}],"member":"179","published-online":{"date-parts":[[2019,9,20]]},"reference":[{"key":"bibr1-0165551519877049","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"bibr2-0165551519877049","first-page":"289","volume-title":"Proceedings of the 15th conference on uncertainty in artificial intelligence","author":"Hofmann T."},{"key":"bibr3-0165551519877049","first-page":"993","volume":"3","author":"Blei DM","year":"2003","journal-title":"J Mach Learn Res"},{"key":"bibr4-0165551519877049","unstructured":"TDK Technologies. 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