CAREForMe: Contextual Multi-Armed Bandit Recommendation Framework for Mental Health
Presentation slides of our paper "CAREForMe: Contextual Multi-Armed Bandit Recommendation Framework for Mental Health" at MOBILESoft 2024.
Presentation Video: https://youtu.be/oJZRwtq8As4
help Understand user context & situation Just-in-time support Personalization No same general advice No slow start to understand user Continuous learning from similar users Modularity No ad-hoc pipeline Separation of concerns Customizable & flexible framework 6
learning (NOT LLM😂) Small, tailored models à low cost, accessibility Adaptive when learning from new data (no retrain) Handle “cold start” problem Context-aware & personalized 15
learning (NOT LLM😂) Small, tailored models à low cost, accessibility Adaptive when learning from new data (no retrain) Handle “cold start” problem Context-aware & personalized 16
Work Great job meditating! This will help you maintain your cool 😎 Hi there, finding it hard to relax? It’s normal! Why not put on some relaxing music?
Work Great job meditating! This will help you maintain your cool 😎 Hi there, finding it hard to relax? It’s normal! Why not put on some calming music? Or take a walk?