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Detecting Signs of Mental Disorders on Social Networks: a Systematic Literature Review

Authors:
Ayrton D. R. Herculano
Glauco R. S. Gomes
Damires Y. S. Fernandes
Alex S. C. Rêgo

Keywords: mental health; social media; pre-processing; labeling; systematic review.

Abstract:
Social networks have been used more and more by people to share feelings and emotions. This scenario helps to create an environment which may provide additional information regarding signs of mental disorders users carry. In this light, this study investigates the state of the art on how the literature has considered techniques or strategies related to identifying signs of mental disorders on social networks. Some analyses have been made to answer questions regarding methods, data, labelling and other aspects related to such identification. Challenges and gaps are also discussed in this work.

Pages: 55 to 61

Copyright: Copyright (c) IARIA, 2022

Publication date: November 13, 2022

Published in: conference

ISSN: 2308-4464

ISBN: 978-1-61208-994-2

Location: Valencia, Spain

Dates: from November 13, 2022 to November 17, 2022