eRisk 2020: Self-harm and Depression Challenges

This paper describes eRisk, the CLEF lab on early risk prediction on the Internet. eRisk started in 2017 as an attempt to set the experimental foundations of early risk detection. Over the last three editions of eRisk (2017, 2018 and 2019), the lab organized a number of early risk detection challeng...

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Detalles Bibliográficos
Autores principales: Losada, David E., Crestani, Fabio, Parapar, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148062/
http://dx.doi.org/10.1007/978-3-030-45442-5_72
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author Losada, David E.
Crestani, Fabio
Parapar, Javier
author_facet Losada, David E.
Crestani, Fabio
Parapar, Javier
author_sort Losada, David E.
collection PubMed
description This paper describes eRisk, the CLEF lab on early risk prediction on the Internet. eRisk started in 2017 as an attempt to set the experimental foundations of early risk detection. Over the last three editions of eRisk (2017, 2018 and 2019), the lab organized a number of early risk detection challenges oriented to the problems of detecting depression, anorexia and self-harm. We review in this paper the main lessons learned from the past and we discuss our future plans for the 2020 edition.
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spelling pubmed-71480622020-04-13 eRisk 2020: Self-harm and Depression Challenges Losada, David E. Crestani, Fabio Parapar, Javier Advances in Information Retrieval Article This paper describes eRisk, the CLEF lab on early risk prediction on the Internet. eRisk started in 2017 as an attempt to set the experimental foundations of early risk detection. Over the last three editions of eRisk (2017, 2018 and 2019), the lab organized a number of early risk detection challenges oriented to the problems of detecting depression, anorexia and self-harm. We review in this paper the main lessons learned from the past and we discuss our future plans for the 2020 edition. 2020-03-24 /pmc/articles/PMC7148062/ http://dx.doi.org/10.1007/978-3-030-45442-5_72 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Losada, David E.
Crestani, Fabio
Parapar, Javier
eRisk 2020: Self-harm and Depression Challenges
title eRisk 2020: Self-harm and Depression Challenges
title_full eRisk 2020: Self-harm and Depression Challenges
title_fullStr eRisk 2020: Self-harm and Depression Challenges
title_full_unstemmed eRisk 2020: Self-harm and Depression Challenges
title_short eRisk 2020: Self-harm and Depression Challenges
title_sort erisk 2020: self-harm and depression challenges
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148062/
http://dx.doi.org/10.1007/978-3-030-45442-5_72
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