Early Detection of Mental Health Disorders by Social Media Monitoring | The First Five Years of the eRisk Project | ISBN 9783031044335

Early Detection of Mental Health Disorders by Social Media Monitoring

The First Five Years of the eRisk Project

herausgegeben von Fabio Crestani, David E. Losada und Javier Parapar
Mitwirkende
Herausgegeben vonFabio Crestani
Herausgegeben vonDavid E. Losada
Herausgegeben vonJavier Parapar
Buchcover Early Detection of Mental Health Disorders by Social Media Monitoring  | EAN 9783031044335 | ISBN 3-031-04433-9 | ISBN 978-3-031-04433-5

Early Detection of Mental Health Disorders by Social Media Monitoring

The First Five Years of the eRisk Project

herausgegeben von Fabio Crestani, David E. Losada und Javier Parapar
Mitwirkende
Herausgegeben vonFabio Crestani
Herausgegeben vonDavid E. Losada
Herausgegeben vonJavier Parapar

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.