2012 · 21 citations · 22 references
EducationComputer ScienceEducational TechnologyE-learningHuman-computer InteractionUser Experience DesignAdaptive LearningLearner ModelingPersonalized LearningPersonalized Learning SystemsStudent ModelingUser ModelingActivitiesAdaptive EnvironmentsAdaptive Learner ModelsAdaptive Learning EnvironmentsAdaptive PersonalizationAdaptive User ModelingStudent Model DevelopmentUser Knowledge Modeling
In the field of personalized systems big role is granted to the adaptive elearning environments. The task of these systems is very important and complicated. With their participation the learner gains exactly the knowledge he needs most, and the system adapts to user needs, expectations and his individual features. In this kind of systems information about learner is saved in the learner model also known as the user model and student model. For the system to be able to perceive and analyze user activities correctly, is necessary to define what kind of information about the learner has to be saved. The article gives an overview about already existing learner models, their utilization methods and also it offers their comparison according to various criteria.
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User Modeling via Stereotypes*
Elaine Rich · Cognitive Science · 1979 · 930 citations · Full text
Alfred Kobsa · User Modeling and User-Adapted Interaction · 2001 · 599 citations · Full text
Valerie J. Shute, Brendon Towle · Educational Psychologist · 2003 · 262 citations