Intelligent Tutoring System: Predicting Students Results Using Neural Networks

In this paper we propose methods to utilize Artificial Neural Networks to obtain knowledge for the management of educational resources. The final evaluations provide us a model that allows prediction of student details. Intelligent Tutoring System (ITS) is a system that uses Feed forward Backpropagation and it has been trained with a group of student data to predict student results. Various tests have been conducted to examine adherence to real time data. The accuracy of prediction is high and hence states that the Neural Network is capable of making proper predictions. Keywords ITS, feed forward, neural network

• Type: Journal
• Year: 2008
• Where: JCIT
• Authors: E. R. Naganathan, R. Venkatesh, N. Uma Maheswari
• Keywords: Artificial Neural Networks, Intelligent Tutoring System, JCIT 2008, Neural Network