Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project

Author:   Fabio Crestani ,  David E. Losada ,  Javier Parapar
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2022
Volume:   1018
ISBN:  

9783031044335


Pages:   328
Publication Date:   16 September 2023
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project


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Overview

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.

Full Product Details

Author:   Fabio Crestani ,  David E. Losada ,  Javier Parapar
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2022
Volume:   1018
Weight:   0.534kg
ISBN:  

9783031044335


ISBN 10:   3031044339
Pages:   328
Publication Date:   16 September 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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