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Research article

First published 2021-4

A bibliometric analysis of topic modelling studies (2000–2017)

Xin Li, Lei Lei

Journal of Information Science

Open access

Research article

First published 2025-8

Topic modelling in corpus-based discourse analysis: Uses and critiques

Monika Bednarek

Discourse Studies

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Research article

First published 2021-10

Topic modelling and social network analysis of publications and patents in humanoid robot technology

Richa Kumari, Jae Yun Jeong, Byeong-Hee Lee [...]

Journal of Information Science

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Research article

First published 2018

PageRank Topic Model: Estimation of Multinomial Distributions using Network Structure Analysis Methods

Kenshin Ikegami, Yukio Ohsawa

Fundamenta Informaticae

Open access

Research article

First published 2021-10

Analysis of research on metabolic syndrome in cancer survivors using topic modeling and social network analysis

Ji-Su Kim, Hyejin Kim, Eunkyung Lee [...]

Science Progress

Open access

Research article

First published 2022-4

Topic modeling for frame analysis: A study of media debates on climate change in India and USA

Tuukka Ylä-Anttila, Veikko Eranti, Anna Kukkonen

Global Media and Communication

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Research article

First published 2023-9

Qualifying the Quantified: Structural Topic Modeling Analysis of Engagement in Digital Health Platform for Dementia Caregivers

Shanmugapriya Loganathar, Nicole E. Werner, Christian Elliott [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2021-11

Analyzing social media messages of public sector organizations utilizing sentiment analysis and topic modeling

Ussama Yaqub, Soon Ae Chun, Vijayalakshmi Atluri [...]

Information Polity

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Research article

First published 2019-11-22

A novel fuzzy k-means latent semantic analysis (FKLSA) approach for topic modeling over medical and health text corpora

Junaid Rashid, Syed Muhammad Adnan Shah, Aun Irtaza

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2019-8

Analyzing Meaning in Big Data: Performing a Map Analysis Using Grammatical Parsing and Topic Modeling

Jan Goldenstein, Philipp Poschmann

Sociological Methodology

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