Prof. HUANG Chu-Ren, Department of Language Science and Technology

Mental Health Disorder Detection: A Cause-Response View. Workshop on Mental Health Disorder Detection on Social Media at ICDM’25. IEEE, IEEE International Conference on Data Mining (ICDM), Washington DC, USA (Online), 12 November 2025.

Abstract
Outline

• Mental Health Disorders: Definition and Detection
  - Suicide Ideation: A special case
• Brief Survey of Recent MHD Detection Research
• Lessons Learned from Emotion Cause Studies
  - Emotions are complex events composed of cause, stated, and response
• A Proposed Roadmap
  - Exemplified with Suicide Ideation
• Conclusion