MOODPLUS - Personalized Mental Health Recommendation Software Solution
Mental health is a very real growing concern for millions of people in today's era now even working professionals and the common masses. Stress, anxiety and emotional burnout can adversely affect personal health as well as performance. The MOODPLUS is an AI-driven emotion-affordable system that gives personalized recommendations for entertainment and activities based on mood, to help individuals better manage their emotions. MOODPLUS uses state-of-the-art BERT with the training on Twitter Emotion Dataset to identify emotions from user input. Depending on the emotion found, activities like watching a movie / reading a book, listening to music or relaxation exercises can be recommended. These suggestions are age and taste specific as well as suited for current emotional state so that users get helpful suggestions. MOODPLUS improves the recommendations over time it uses Reinforcement learning, so that it learns from user returned reward and improves its recommendations.
Authors
- Saravana Kumar R
- E. Baby Anitha
- S. Tamilselvan
- L Arulmurugan
- R Agnes
Institutions
- Vellore Institute of Technology University (IN)
Publication Details
- Published
- 2025-05-09
- DOI
- https://doi.org/10.1109/stcr62650.2025.11019229
- Primary Topic
- Mental Health Research Topics
- Type
- article
- Field-Weighted Citation Impact
- 0.00