2013 · 31 citations · 9 references
EducationEducational TechnologyInformation SystemsComputer-assisted InstructionE-learningInformation RetrievalAdaptive LearningLearner ModelingOnline LearningPersonalized LearningPersonalized SearchUser ModelingAdaptive Learning InterfacesContextContext-aware Learning SystemsContext-based LearningOntology-based Information RetrievalOntology-based ModelingUser ContextUser Context Modeling
In web-based e-learning environment every learner has a distinct background, learning style and a specific goal when searching for learning material on the web. The goal of personalization is to tailor search results to a particular user based on that user's contextual information. The effectiveness of accessing learning material involves two important challenges: identifying the user context and modeling the user context as ontological profiles. This work describes the ontology-based framework for context-aware adaptive learning system, with detailed discussions on the categorization contextual information and modeling along with the use of ontology to explicitly specify learner context in an e-learning environment. Finally we conclude by showing the applicability of the proposed ontology with appropriate architectural overview of e-learning system.
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Peter Brusilovsky · User Modeling and User-Adapted Interaction · 2001 · 2K citations · Full text
Thomas Strang, Claudia Linnhoff–Popien · elib (German Aerospace Center) · 2004 · 1.1K citations · Full text
Ontology based context modeling and reasoning using OWL
Xiao Hang Wang, Da Qing Zhang, Tao Gu et al. · 2004 · 1.1K citations
Computing, Information Technology, Knowledge Representation +16