AI Driven Interactive Learning Platform: A Systematic Approach to Personalized Learning and Persona-Based Content Delivery

Niteen Dhutraj, Kalparatna Mahajan, Jayesh Bhandarkar, Dhanashri Chaudhari, Jagruti Wagh

2025

Abstract

Education is evolving with the integration of artificial intelligence, offering opportunities for enhanced personalization and learner engagement. However, many learners struggle with finding tailored support that matches their individual preferences and motivations. This paper presents an AI-powered interactive learning platform that uses information and character models for creating effective and interactive learning scenarios related to different real and fictional personalities. Constructed to maintain interest based on typical and motivational modes of learning, all the personas regulate their answer choices based on learner type, mode of learning and preferences all in real time. The system introduces adaptation based on a Large Language Model trained in various data types, thus optimizing engagement, satisfaction and learning retention. In terms of retrieval-augmented generation, it dynamically responds to users being capable of providing answers from apparently diverse personality characteristics and of teaching methods for the different learning styles of the majority of users. AI features of the system include adaptability, engagement profiles and response analytics that makes the educational environment both engaging and continuously responsive. This work examines the creation and deployment of persona-based AI in learning environments while also highlighting how the technology could improve teaching and training experiences with intelligent and adaptive communication skills.

Paper Citation

in Harvard Style

Dhutraj N., Mahajan K., Bhandarkar J., Chaudhari D. and Wagh J. (2025). AI Driven Interactive Learning Platform: A Systematic Approach to Personalized Learning and Persona-Based Content Delivery. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 484-492. DOI: 10.5220/0013595400004664

in Bibtex Style

@conference{incoft25,
author={Niteen Dhutraj and Kalparatna Mahajan and Jayesh Bhandarkar and Dhanashri Chaudhari and Jagruti Wagh},
title={AI Driven Interactive Learning Platform: A Systematic Approach to Personalized Learning and Persona-Based Content Delivery},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT},
year={2025},
pages={484-492},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013595400004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT
TI - AI Driven Interactive Learning Platform: A Systematic Approach to Personalized Learning and Persona-Based Content Delivery
SN - 978-989-758-763-4
AU - Dhutraj N.
AU - Mahajan K.
AU - Bhandarkar J.
AU - Chaudhari D.
AU - Wagh J.
PY - 2025
SP - 484
EP - 492
DO - 10.5220/0013595400004664
PB - SciTePress