Chapter
Automatically Estimating the Severity of Multiple Symptoms Associated with Depression
Abstract
This chapter describes the participation of the RELAI team in the eRisk 2020 second task. The 2020 edition of eRisk proposed two tasks: (T1) Early assessment of the risk of self-harm and (T2) Signs of depression in social media users. The second task focused on automatically filling a depression questionnaire given the user’s writing history. The RELAI team addressed it using Latent Dirichlet Allocation (LDA), a topic modelling algorithm, and …
Authors
Maupomé D; Armstrong MD; Belbahar R; Alezot J; Balassiano R; Rancourt F; Queudot M; Mosser S; Meurs M-J
Book title
Early Detection of Mental Health Disorders by Social Media Monitoring
Series
Studies in Computational Intelligence
Volume
1018
Pagination
pp. 247-261
Publisher
Springer Nature
Publication Date
2022
DOI
10.1007/978-3-031-04431-1_11