ELEVATE: An AI-Driven Virtual Companion for Nurturing Mental Health Support for Students
This study introduces Elevate, an AI-powered virtual companion crafted to support the mental health of students from all walks of life, with a focus on those preparing for high-stakes exams like IIT, NEET, and JEE. Mental health challenges among students are a growing global concern, and in India, limited access to counseling often leaves students to manage stress, anxiety, and depression alone. Elevate bridges this gap by offering free, personalized mental health support using the Gemini AI API. Leveraging advanced natural language processing (NLP), discourse structures, and preprocessed Kaggle datasets, Elevate tailors its guidance to individual needs. Key features include real-time sentiment analysis, motivational support, and customized study plans, fostering resilience and overall well-being. By prioritizing inclusivity, Elevate ensures accessible mental health resources for underserved communities. With robust data privacy measures, it exemplifies how pre-trained AI frameworks can address societal challenges. Elevate empowers students of all ages to thrive academically and emotionally, setting a new standard for AI-driven mental health support in education.
Authors
- S Roshini
- R. Angeline
- Mohammed Aman Sajith
- M Shasti
Institutions
- SRM Institute of Science and Technology (IN)
Publication Details
- Published
- 2024-11-28
- DOI
- https://doi.org/10.1109/icaiccit64383.2024.10912402
- Citations
- 1
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 0.40