A Fuzzy-Based Approach to User Model Refinement in Adaptive Hypermedia Systems

Martinovska, Cveta (2002) A Fuzzy-Based Approach to User Model Refinement in Adaptive Hypermedia Systems. In: Adaptive Hypermedia and Adaptive Web-Based Systems. Lecture Notes in Computer Science, 2347 . Springer-Verlag, Berlin Heidelberg, pp. 411-414. ISBN 978-3-540-43737-6

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Official URL: http://link.springer.com/chapter/10.1007%2F3-540-4...

Abstract

This paper presents an approach for refinement of the user model in hypermedia applications using fuzzy adaptation rules. The rules register relevant user browsing actions and this way change the strength of relationship between the user model attributes and the concepts of the knowledge domain. The process of fuzzy inference is formalized with fuzzy automation. Using appropriate authoring tool fuzzy automata provides a method for detecting conflicts and inconsistency in the set of rules, in an automated fashion.

Item Type: Book Section
Subjects: Natural sciences > Computer and information sciences
Divisions: Faculty of Computer Science
Depositing User: Cveta Martinovska Bande
Date Deposited: 03 Sep 2013 14:27
Last Modified: 03 Sep 2013 14:27
URI: http://eprints.ugd.edu.mk/id/eprint/7088

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