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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

ELEVATE: An AI-Driven Virtual Companion for Nurturing Mental Health Support for Students

S Roshini, R. Angeline, Mohammed Aman Sajith, M Shasti
1 citations
COVID-19 diagnosis using AI
0.40
article

ELEVATE: An AI-Driven Virtual Companion for Nurturing Mental Health Support for Students

S Roshini, R. Angeline, Mohammed Aman Sajith, M Shasti
article en
1 citations

Abstract

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.

SRM Institute of Science and Technology (IN)
Openalex Percentile: Top 30%
COVID-19 diagnosis using AI
0.40
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.