Public Discourse Surrounding Suicide during the COVID-19 Pandemic: An Unsupervised Machine Learning Analysis of Twitter Posts over a One-Year Period.

Lim, Shu Rong; Ng, Qin Xiang; Xin, Xiaohui; Lim, Yu Liang; Boon, Evelyn Swee Kim; Liew, Tau Ming

Lim, Shu Rong; Ng, Qin Xiang; Xin, Xiaohui; Lim, Yu Liang; Boon, Evelyn Swee Kim; Liew, Tau Ming.

Afiliação

Lim SR; Health Services Research Unit, Singapore General Hospital, Singapore 169608, Singapore.
Ng QX; Health Services Research Unit, Singapore General Hospital, Singapore 169608, Singapore.
Xin X; MOH Holdings Pte Ltd., 1 Maritime Square, Singapore 099253, Singapore.
Lim YL; Health Services Research Unit, Singapore General Hospital, Singapore 169608, Singapore.
Boon ESK; MOH Holdings Pte Ltd., 1 Maritime Square, Singapore 099253, Singapore.
Liew TM; Department of Psychology, Singapore General Hospital, Singapore 169608, Singapore.

Int J Environ Res Public Health ; 19(21)2022 10 24.

Article em En | MEDLINE | ID: mdl-36360713

Assuntos

COVID-19; Mídias Sociais; Humanos; COVID-19/epidemiologia; Pandemias; Aprendizado de Máquina não Supervisionado

Palavras-chave

COVID-19; machine learning; social media; strain theory; suicide; topic modelling

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Mídias Sociais / COVID-19 Limite: Humans Idioma: En Revista: Int J Environ Res Public Health Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Singapura

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