DocumentCode
2063098
Title
A Multicriteria Bayesian Intelligent Tutoring System MBITS
Author
Yamna, Ettarres ; Mellouli, Khaled ; Wuillemin, Pierre-Henri
Author_Institution
Lab. Larodec, Le Bardo, Tunisia
fYear
2010
fDate
Nov. 29 2010-Dec. 1 2010
Firstpage
714
Lastpage
719
Abstract
An Intelligent Tutoring Systems (ITS) is concerned with the construction of intelligent softwares helping students overcoming different problems in their learning process. We present in this work a novel Multicriteria Bayesian Intelligent Tutoring System MBITS used to help students overcoming their their lack of comprehension of concepts in a course. It is based on a Bayesian Network (BN) to model a course and a multicriteria approach to evaluate different solution and information gathering actions using the same set of criteria. MBITS is an automated troubleshooter presented as an interactive and easy to use Web application.
Keywords
Bayes methods; Internet; educational courses; intelligent tutoring systems; interactive systems; MBITS; Web application; automated troubleshooter; intelligent softwares; learning process; multicriteria Bayesian intelligent tutoring system; Bayesian Network; Intelligent Tutoring System; Multicriteria Bayesian Intelligent Tutoring System; Multicriteria Decision Aid;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location
Cairo
Print_ISBN
978-1-4244-8134-7
Type
conf
DOI
10.1109/ISDA.2010.5687181
Filename
5687181
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