Computer ScienceNot specified in provided text

NLP as a Lens for Causal Analysis and Perception Mining to Infer Mental Health on Social Media

M. Garg, C. Saxena, et al.

This innovative position paper delves into using Natural Language Processing for causal analysis and perception mining to assess mental health through social media interactions. The research, conducted by Muskan Garg, Chandni Saxena, Usman Naseem, Sohn Sunghwan, and Bonnie J Dorr, advocates for the development of explainable AI models to enhance mental health evaluation methods.... show more

Related Publications

Explore these studies to deepen your understanding

Adjacent work that informs or extends this paper's methodology and findings.

Medicine and Health

Usability Comparison Among Healthy Participants of an Anthropomorphic Digital Human and a Text-Based Chatbot as a Responder to Questions on Mental Health: Randomized Controlled Trial

A. O. Thunström, H. K. Carlsen, et al.

Medicine and Health

Usability Comparison Among Healthy Participants of an Anthropomorphic Digital Human and a Text-Based Chatbot as a Responder to Questions on Mental Health: Randomized Controlled Trial

A. O. Thunström, H. K. Carlsen, et al.

Psychology

Effects of a 14-day social media abstinence on mental health and well-being: results from an experimental study

L. C. D. Hesselle and C. Montag

Psychology

Effects of a 14-day social media abstinence on mental health and well-being: results from an experimental study

L. C. D. Hesselle and C. Montag

Listen, Learn & Level Up

Over 10,000 hours of research content in 25+ fields, available in 22+ languages.

No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.

listen to research audio papers with researchbunny