DocumentCode
2908288
Title
Learning Style recognition: A three Layers Fuzzy Cognitive Map Schema
Author
Georgiou, Dimitros A. ; Botsios, Sotirios D.
Author_Institution
Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi
fYear
2008
fDate
1-6 June 2008
Firstpage
2202
Lastpage
2207
Abstract
In adaptive educational hypermedia systems, among other parameters, the userpsilas learning style plays a crucial role in effective on-line asynchronous learning. Cognitive psychology provides tools, such as questionnaires, that can monitor userpsilas learning style. In this paper we introduce an adjustable tool for learning style recognition. It is built upon a well known and generally accepted learning style inventory and applies a three layer fuzzy cognitive map schema, which allows experts of cognitive psychology or experienced educators to tune up the systempsilas parameters to adjust the accuracy of the learning style recognition.
Keywords
educational administrative data processing; fuzzy set theory; hypermedia; adaptive educational hypermedia systems; cognitive psychology; learning style recognition; online asynchronous learning; three layers fuzzy cognitive map schema; Fuzzy cognitive maps; Fuzzy systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1098-7584
Print_ISBN
978-1-4244-1818-3
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2008.4630675
Filename
4630675
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