A Hybrid Feature Selection and Ensemble Approach to Identify Depressed Users in Online Social Media

Depression has become one of the most common mental illnesses, and the widespread use of social media provides new ideas for detecting various mental illnesses. The purpose of this study is to use machine learning technology to detect users of depressive patients based on user-shared content and pos...

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Bibliographic Details
Main Authors: Jingfang Liu, Mengshi Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.802821/full