Edu Chat AI: Web‑Based Real Time Chatbot Assistant for Education

Nanavath Venkatesh Naik, S. Hima Bindu, S. Sree Mayukha, A. Vinutha, Y. Shiva Jyothi, S. Pravallika

2025

Abstract

Chatbot Application using Machine Learning is a web-based tool to improve the ease of access to information in educational institutions. Knowing the limitations of the existing WEB kiosk system, it serves as an enhanced version of the same that can potentially be completely integrated into the college’s official website with improvements. Utilizing Natural Language Processing (NLP) and Artificial Intelligence Mark-up Language (AIML), the Chatbot enables fluid interactions, currently only registering predefined responses to frequently asked questions. Training on data until October 2023, and future upgrades will include hyper-personalized help using advanced NLP techniques to better understand users. After analysing the current challenges of in-depth learning, this paper proposes Web-Based Natural Language Processing-Artificial Intelligence (WB-NLPAI) Chatbot Based Intelligent Teaching Model, which based on the AI chatbot effectively improves real-time educational support and advances education. The system combines multimodal capabilities text, voice and visual inputs with adaptive AI-driven automation that ensures a lively, engaging learning interaction. Based on lessons learned from both the multimodal AI assistants and the AI-based educational support research, AI-ASES-MVA proposes a hybrid approach that is designed to enhance student engagement and improve learning outcomes.

Paper Citation

in Harvard Style

Naik N., Bindu S., Mayukha S., Vinutha A., Jyothi Y. and Pravallika S. (2025). Edu Chat AI: Web‑Based Real Time Chatbot Assistant for Education. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - Volume 1: ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 721-729. DOI: 10.5220/0013871800004919

in Bibtex Style

@conference{icrdicct`2525,
author={Nanavath Naik and S. Bindu and S. Mayukha and A. Vinutha and Y. Jyothi and S. Pravallika},
title={Edu Chat AI: Web‑Based Real Time Chatbot Assistant for Education},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - Volume 1: ICRDICCT`25},
year={2025},
pages={721-729},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013871800004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - Volume 1: ICRDICCT`25
TI - Edu Chat AI: Web‑Based Real Time Chatbot Assistant for Education
SN - 978-989-758-777-1
AU - Naik N.
AU - Bindu S.
AU - Mayukha S.
AU - Vinutha A.
AU - Jyothi Y.
AU - Pravallika S.
PY - 2025
SP - 721
EP - 729
DO - 10.5220/0013871800004919
PB - SciTePress