Finding people with emotional distress in online social media: a design combining machine learning and rule-based classification

Many people face problems of emotional distress. Early detection of high-risk individuals is the key to prevent suicidal behavior. There is increasing evidence that the Internet and social media provide clues of people's emotional distress. In particular, some people leave messages showing emot...

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Bibliographische Detailangaben

Veröffentlicht in:	MIS quarterly 2020-06, Vol.44 (2), p.933-955
1. Verfasser:	Chau, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Benchmarks Classification Digital media Emotional disorders Emotions Internet Machine learning Mental health Performance evaluation Search engines Social networks
Online-Zugang:	Volltext
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