Classification of suicidal ideation severity from Twitter messages using machine learning

Classification of suicidal ideation severity from Twitter messages using machine learning

Depression has become a major mental health problem in Thailand and can lead to suicidal ideation. As suicidal ideation may vary in intensity and lead to suicide attempts, early detection of suicidal ideation severity should be implemented. This research presents text classification models for the p...

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Bibliographic Details
Main Authors: Pantaporn Benjachairat, Twittie Senivongse, Nattasuda Taephant, Jiratchaya Puvapaisankit, Chonlakorn Maturosjamnan, Thanakorn Kultananawat
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:International Journal of Information Management Data Insights
Subjects:
Machine learning
Suicidal ideation
Cognitive behavioral therapy
Socio-technical system
Social media
Mental health
Online Access:http://www.sciencedirect.com/science/article/pii/S2667096824000697
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