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A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts

The richness of social media data has opened a new avenue for social science research to gain insights into human behaviors and experiences. In particular, emerging data-driven approaches relying on topic models provide entirely new perspectives on interpreting social phenomena. However, the short,...

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Detalles Bibliográficos
Autores principales: Egger, Roman, Yu, Joanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9120935/
https://www.ncbi.nlm.nih.gov/pubmed/35602001
http://dx.doi.org/10.3389/fsoc.2022.886498