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Detecting depression of Chinese microblog users via text analysis: Combining Linguistic Inquiry Word Count (LIWC) with culture and suicide related lexicons

INTRODUCTION: In recent years, research has used psycholinguistic features in public discourse, networking behaviors on social media and profile information to train models for depression detection. However, the most widely adopted approach for the extraction of psycholinguistic features is to use t...

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Detalles Bibliográficos
Autores principales: Lyu, Sihua, Ren, Xiaopeng, Du, Yihua, Zhao, Nan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9947407/
https://www.ncbi.nlm.nih.gov/pubmed/36846219
http://dx.doi.org/10.3389/fpsyt.2023.1121583