A Digital Diary and AI Chatbot for Mental Well-being Support

DOI

10.2991/978-94-6239-723-1_21How to use a DOI?

Keywords

Mental Health; Emotion Detection; Digital Diary; Sentiment Analysis; Facial Emotion Recognition; Artificial Intelligence; Deep Learning; RoBERTa; Chatbot; Well-Being

Abstract

In recent years, intellectual fitness troubles including stress, anxiety, and despair have ended up more and more normal among college students and professionals. Regular journaling and emotional expression had been validated to enhance self-recognition and enhance mental well-being, yet conventional strategies regularly lack engagement and wise feedback.

To deal with this gap, this assignment offers a wise virtual platform that mixes deep gaining knowledge-of-primarily based totally emotion detection and AI-pushed interaction to aid customers’ intellectual fitness. The machine allows customers to document day by day magazine entries even as robotically detecting their emotional nation, the usage of each textual content sentiment evaluation and facial emotion recognition. A fine-tuned RoBERTa version plays textual content-primarily based totally emotion detection to categorise sentiments as positive, negative, or neutral, even as a custom-educated deep gaining knowledge of version in addition identifies particular moods including joy, sadness, fear, and surprise. In parallel, face-api.js, primarily based totally on Convolutional Neural Networks (CNNs), analyzes facial expressions captured via pictures to decide visual emotions.

Based on those results, the machine provides customized suggestions including calming tunes and stress-relieving video games to enhance the person’s mood.

Furthermore, the platform integrates authentication for steady persons to get admission to and MongoDB for dependent information storage. In the future, an AI chatbot will be introduced to provide conversational emotional aid, encouraging self-mirrored image and decreasing intellectual isolation. This holistic technique now no longer handiest promotes emotional recognition however additionally leverages synthetic intelligence to create a supportive, adaptive, and person-pleasant virtual well-being Companion.

Copyright

© 2026 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Rushali Thorat
AU  - Shruti Surpam
AU  - Siya Patil
AU  - Varsha Pimprale
PY  - 2026
DA  - 2026/07/14
TI  - A Digital Diary and AI Chatbot for Mental Well-being Support
BT  - Proceedings of the International Conference on Responsible, Risk-aware, and Regulated AI (RRRAI 2026)
PB  - Atlantis Press
SP  - 228
EP  - 236
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6239-723-1_21
DO  - 10.2991/978-94-6239-723-1_21
ID  - Thorat2026
ER  -