An ontology-based framework for context-aware adaptive e-learning system

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.

[1]  Claudia Linnhoff-Popien,et al.  A Context Modeling Survey , 2004 .

[2]  Slavi Stoyanov,et al.  Expert concept mapping method for defining the characteristics of adaptive E-learning: ALFANET project case , 2004 .

[3]  Andreas Schmidt,et al.  User Context Aware Delivery of E-Learning Material: Approach and Architecture , 2004, J. Univers. Comput. Sci..

[4]  Tao Gu,et al.  Ontology based context modeling and reasoning using OWL , 2004, IEEE Annual Conference on Pervasive Computing and Communications Workshops, 2004. Proceedings of the Second.

[5]  Dae-Jea Cho,et al.  Ontology Context Model for Context-Aware Learning Service in Ubiquitous Learning Environments , 2009 .

[6]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

[7]  Patrick De Causmaecker,et al.  Context and Adaptivity in Context-Aware Pervasive Computing Environments , 2009, 2009 Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing.

[8]  Tzone-I Wang,et al.  Java learning object ontology , 2005, Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05).

[9]  Mike Joy,et al.  Architecture of a Context-aware and Adaptive Learning Schedule for Learning Java , 2007, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007).

[10]  Peter Brusilovsky,et al.  From adaptive hypermedia to the adaptive web , 2002, CACM.