Early Detection of Mental Health Disorders by Social Media Monitoring - The First Five Years of the eRisk Project (Hardcover, 1st ed. 2022)

eRisk stands for Early Risk Prediction on the Internet. It is concerned with the exploration of techniques for the early detection of mental health disorders which manifest in the way people write and communicate on the internet, in particular in user generated content (e.g. Facebook, Twitter, or other social media). Early detection technologies can be employed in several different areas but particularly in those related to health and safety. For instance, early alerts could be sent when the writing of a teenager starts showing increasing signs of depression, or when a social media user starts showing suicidal inclinations, or again when a potential offender starts publishing antisocial threats on a blog, forum or social network. eRisk has been the pioneer of a new interdisciplinary area of research that is potentially applicable to a wide variety of situations, problems and personal profiles. This book presents the best results of the first five years of the eRisk project which started in 2017 and developed into one of the most successful track of CLEF, the Conference and Lab of the Evaluation Forum.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Studies in Computational Intelligence, 1018
Release date:	September 2022
First published:	2022
Editors:	Fabio Crestani • David E. Losada • Javier Parapar
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	328
Edition:	1st ed. 2022
ISBN-13:	978-3-03-104430-4
Categories:	Books > Reference & Interdisciplinary > Communication studies > Media studies Books > Medicine > General issues > Health systems & services > Mental health services Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-104430-4
Barcode:	9783031044304

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