Page 165 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

Use Case 23: Empowering Student Mental Well-being with AI:

Intelligent Journaling, Emotional Insights, and Personalized
Growth 4.1-Healthcare

StudentSphere - Fostering peace, nurturing minds

Country: India

Organization: Vellore Institute of Technology, Chennai, India

Contact Person(s):

Mohammed Sayeed A, mohammedsayeed.a1@ gmail .com
Bushra Sabreen, bushra.sabreen02@ gmail .com
Dr Suganya G, suganya.g@vit.ac.in

1 Use case summary table

Items Details
Category Healthcare

Problem Addressed Students across India are experiencing a significant increase in mental
health challenges, yet they lack access to personalized and affordable
emotional support. This gap leaves many students struggling in isolation,
potentially impacting their academic performance, social well-being,
and long-term mental health [1].
Key Aspects of Solu- AI-powered journaling, Sentiment Analysis, Mood Tracking, person-
tion alised affirmations, and Goal Setting
Technology Keywords Natural Language Processing, Sentiment Analysis, Emotion Detection,
Data Encryption,

Data Availability Private
Metadata (Type of Text (journal entries), Emotional labels, Timestamps, Biometric metadata
Data)
Model Training and Sentiment models leverage pre-trained transformers (RoBERTa [7] and
Fine-Tuning EmpathBERT [8]), with performance assessed through manual validation
on carefully curated emotional text samples that simulate real-world
diversity in gender, regional language, slang, and socio-economic
context. This approach helps identify and mitigate potential bias in early
development stages.

Testbeds or Pilot Under development as part of the StudentSphere platform—internal
Deployments VIT pilot planned
Code Repositories Not Available

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