Fuzzy set theory—and its applications (3rd ed.)
Fuzzy set theory—and its applications (3rd ed.)
User Modeling and User-Adapted Interaction
Modeling Elementary Cognitive Abilities for Adaptive Hypermedia Presentation
User Modeling and User-Adapted Interaction
Expert Systems with Applications: An International Journal
Is there a need for fuzzy logic?
Information Sciences: an International Journal
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
Expert Systems with Applications: An International Journal
Fuzzy user modeling for adaptation in educational hypermedia
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
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In this study, based on fuzzy linguistic modelling and fuzzy multi level granulation an adaptation strategy to cognitive/learning styles is presented. Fuzzy if-then rules are utilized to adaptively map cognitive/learning styles of users to their information navigation and presentation preferences through natural language expressions. The important implications of this approach are that, first, uncertain and vague information is handled; second, a mechanism for approximate adaptation at a variety of granulation levels is provided; third, a qualitative linguistic model of adaptation is presented. The proposed approach is close to human reasoning and thereby lowers the cost of solution, and facilitates the design of human computer interaction systems with high level intelligence capability.