Cargando…
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...
Autores principales: | Kornfield, Rachel, Sarma, Prathusha K, Shah, Dhavan V, McTavish, Fiona, Landucci, Gina, Pe-Romashko, Klaren, Gustafson, David H |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6019846/ https://www.ncbi.nlm.nih.gov/pubmed/29895517 http://dx.doi.org/10.2196/10136 |
Ejemplares similares
-
The effect of bundling medication-assisted treatment for opioid addiction with mHealth: study protocol for a randomized clinical trial
por: Gustafson, David H., et al.
Publicado: (2016) -
Using Machine Learning of Online Expression to Explain Recovery Trajectories: Content Analytic Approach to Studying a Substance Use Disorder Forum
por: Yang, Ellie Fan, et al.
Publicado: (2023) -
When support is needed: Social support solicitation and provision in an online alcohol use disorder forum
por: Liu, Yan, et al.
Publicado: (2017) -
Effect of an mHealth Intervention on Hepatitis C Testing Uptake Among People With Opioid Use Disorder: Randomized Controlled Trial
por: Hochstatter, Karli R, et al.
Publicado: (2021) -
A Web-Based eHealth Intervention to Improve the Quality of Life of Older Adults With Multiple Chronic Conditions: Protocol for a Randomized Controlled Trial
por: Gustafson Sr, David H, et al.
Publicado: (2021)