Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

BACKGROUND: Online discussion forums allow those in addiction recovery to seek help through text-based messages, including when facing triggers to drink or use drugs. Trained staff (or “moderators”) may participate within these forums to offer guidance and support when participants are struggling bu...

Full description

Saved in:
Bibliographic Details
Published in:J Med Internet Res
Main Authors: Kornfield, Rachel, Sarma, Prathusha K, Shah, Dhavan V, McTavish, Fiona, Landucci, Gina, Pe-Romashko, Klaren, Gustafson, David H
Format: Artigo
Language:Inglês
Published: JMIR Publications 2018
Subjects:
Original Paper
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6019846/
https://ncbi.nlm.nih.gov/pubmed/29895517
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/10136
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items