DocumentCode
2373741
Title
A "virtual student" leads to the possibility of optimiser agents in an ITS
Author
Negoita, M.Gh. ; Pritchard, D.
fYear
2004
fDate
16-18 Dec. 2004
Firstpage
403
Lastpage
409
Abstract
Education is increasingly using Intelligent Tutoring Systems (ITS), both for modelling instructional and teaching strategies and for enhancing educational programs. In this paper would describe WITNeSS - an original hybrid intelligent system using Fuzzy-GA techniques for optimising the presentation of learning material to a student. Our work in this paper is related to the concept of a "virtual student". This student model, based on fuzzy technologies, will be useful for any ITS, providing it with an optimal learning strategy for fitting the ITS itself to the unique needs of each individual student. Experiments focus on programs developing a "virtual student" model, which simulates, in a rudimentary way, human learning behaviour.
Keywords
Databases; Education; Educational programs; Fuzzy systems; Humans; Hybrid intelligent systems; Information technology; Intelligent networks; Neural networks; Psychology;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Applications, 2004. Proceedings. 2004 International Conference on
Conference_Location
Louisville, Kentucky, USA
Print_ISBN
0-7803-8823-2
Type
conf
DOI
10.1109/ICMLA.2004.1383542
Filename
1383542
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