An Online Learning Platform with Intelligent Tutoring using AI Components

Pujitha G1
Department of Computer Science and Engineering
Sri Venkateswara College of Engineering, Karkambadi
Tirupati, India, 517501
pujithakusum@gmail.com
Saritha A2
Department of Computer Science and Engineering Sri Venkateswara College of Engineering, Karkambadi
Tirupati, India, 517501
saritha.a@svcolleges.edu.in

Abstract— The education sector has changed as a result  of the quick growth of digital technologies, which have made it possible to create online learning environments with flexible access to instructional materials. However, intelligent support for learners and personalization are frequently absent from traditional online learning systems.In-order to improve learning efficiency, this study suggests  an AI-based online learning platform with an intelligent tutoring system that uses text summarization, search optimization, and automatic content classification. The system uses artificial intelligence approaches to classify learning materials, assess instructional content, and give students summaries of the subject. The platform enhances information retrieval and facilitates individualized learning experiences by utilizing machine learning techniques for categorization and Natural Language Processing for summarization. Intelligent processing modules, a userfriendly web interface, and a backend server comprise thesystem's architecture. The outcomes of the experiment  show that students can learn more easily,search morequickly, and comprehend the material more fully. By  incorporating intelligent tutoring elements that direct studentsvia organized and effectiveinformationacquisition, the suggested platform adds to contemporary e-learning systems.
Keywords— AI, Online Learning Platform, Machine Learning, Deep Learning (DL), Natural LanguageProcessing, Performance.