Friday, June 10, 2011

A Neuro Fuzzy Inference System For Student Modeling - Mir Sadique Ali

A Neuro Fuzzy Inference System For Student Modeling
In Web-Based Intelligent Tutring Systems


Dr. Mir Sadique Ali
Department of Computer Science & Engineering
College of Engineering, Badnera 444701
softalis@hotmail.com

ABSTRACT

Adaptive Neuro Fuzzy Inference System (ANFIS) has established itself as one of the popular modeling techniqes in teh field of control systems, expert systems and complex systems modeiling. This paper presents a fuzzy neural inference system for modeling a student in the context of web-based intelligent tutoring system. The proposed model has been implemented and tested for simulated student data. Our effort of bringing ANFIS to the field of intelligent tutoring systems seems to be the first attempt of its kind.

Key words : Fuzzy systems, Artificial Neural Networks, Neuro-Fuzzy, Intelligent Tutoring Systems, Student Modeling, Web-based Intelligent Tutoring Systems.

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