Online Intelligent Tutoring System Using AI

Abstract

In this project, we are employing machine learning and deep learning algorithms to search for automatic learning tutoring. E-learning is now a new trend in conductive and independent learning models because of the advancement of technology. The main goal of this research is to create an intelligent system for online tutoring that offers a platform for communication between teaching and learning activities. There are two modules implemented in this project as admin module and user module. In admin module we uploaded few study materials on different subjects like c language , java programming , etc and the material with its description is trained using machine learning and deep learning classifiers. Then user can search his query in the text and voice format to retrieve information from proposed application. Machine learning classifiers such as support vector machine , decision tree , random forest and naïve bayes. From the deep learning , convolutional neural network is used for retrieving the query data for user. Among these all classifiers we have selected random forest classifier for further testing of query text or speech from user.