Psychological Analysis for Depression Detection from Social Networking Sites

Rapid technological advancements are altering people’s communication styles. With the growth of the Internet, social networks (Twitter, Facebook, Telegram, and Instagram) have become popular forums for people to share their thoughts, psychological behavior, and emotions. Psychological analysis analy...

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Veröffentlicht in:	Computational intelligence and neuroscience 2022-04, Vol.2022, p.4395358-14
Hauptverfasser:	Gupta, Sonam, Goel, Lipika, Singh, Arjun, Prasad, Ajay, Ullah, Mohammad Aman
Format:	Artikel
Sprache:	eng
Schlagworte:	Anxiety Artificial intelligence Computational linguistics Customer feedback Datasets Decision trees Depression - diagnosis Depression, Mental Dictionaries Emotions Feature extraction Humans Internet Language processing Machine Learning Medical treatment Mental depression Mental health Natural language interfaces Online social networks Oversampling Political parties Product reviews Psychoanalysis Psychological research Psychology Social behavior Social interactions Social Media Social Networking Social networks Social organization Social research Sociology Software Support vector machines Virtual communities
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