Nov 10, 2025: This page is under construction
Instructor: Mashfiqui Rabbi
Location:
Course schedule
| Week/Date | Topic/Slide/Notes | Links to papers |
|---|---|---|
| Week 1 | Opportunities and challenges for AI in behavior health | |
| Capturing human behavior using mobile and wearable device | ||
| Week 2 | Localization sensing | |
| Week 3 | Physical activity | |
| Week 4 | Sleep | |
| Week 5 | Eating detection | |
| Week 6 | Substance and tobacco use | |
| Week 7 | Stress | |
| Week 8 | Social interaction and mental health | |
| Personalized and just-in-time interventions | ||
| Week 9 | Early risk prediction and clinical decision support systems | |
| Week 10 | Persuasive computing in HCI / Chatbots | |
| Week 11 | Theory driven and personalized intervention content generation | |
| Week 12 | Experimentation and causal inference | |
| Week 13 | Micro-randomized trials and sequential causal inference | |
| Week 14 | Just-in-time intervention using reinforcement learning |