What We Can Do and Cannot Do with Topic Modeling: A Systematic Review-Reference-Cited by-同舟云学术

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What We Can Do and Cannot Do with Topic Modeling: A Systematic Review

Published:2023-01-19 Issue:2 Volume:17 Page:111-130
ISSN:1931-2458
Container-title:Communication Methods and Measures
language:en
Short-container-title:Communication Methods and Measures

Author:

Chen Yingying¹^ORCID,Peng Zhao²^ORCID,Kim Sei-Hill³,Choi Chang Won⁴^ORCID

Affiliation:

1. School of Journalism and Communication, Renmin University of China, Beijing, China

2. School of Communication, Emerson College, Massachusetts, USA

3. School of Journalism and Mass Communications, University of South Carolina, South Carolina, USA

4. School of Journalism and New Media, University of Mississippi, Mississippi, USA

Publisher

Informa UK Limited

Subject

Communication

Link

https://www.tandfonline.com/doi/pdf/10.1080/19312458.2023.2167965

Reference108 articles.

1. Using Topic Modeling Methods for Short-Text Data: A Comparative Analysis

2. Vocal, visible and vulnerable: female politicians at the intersection of Islamophobia, sexism and liberal multiculturalism

3. Latent Dirichlet Allocation with topic-in-set knowledge

4. Demystifying Social Bots: On the Intelligence of Automated Social Media Actors

5. Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda

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2. Exploring climate change discourses on the internet: a topic modeling study across ten years;Journal of Risk Research;2024-08-09

3. The impact of AI-enabled CRM systems on organizational competitive advantage: A mixed-method approach using BERTopic and PLS-SEM;Heliyon;2024-08

4. Examining the Roles, Sentiments, and Discourse of European Interest Groups in the Ukrainian War through X (Twitter);Information;2024-07-22

5. Intersectional solidarity, empathy, or pity? Exploring representations of migrant women in German and British newspapers during the pandemic;Ethnic and Racial Studies;2024-06-14

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