Title: SPARQL-based personalised E-Learning system designed using ontology (SPELSO): an architecture
Authors: Rohit Rathore; R.H. Goudar
Addresses: Department of CSE, Graphic Era University, Dehradun 248002, India ' Department of Computer Network Engineering (CNE), Visvesvaraya Technological University (VTU), Belagavi, 590018, India
Abstract: Today the key issues in implementing an efficient E-Learning system are sharing and reusability of learning content, integrating heterogeneous resources available online and providing personalised content and services. Through our work we put forward SPELSO (SPARQL based personalised E-Learning system designed using ontology), an E-Learning system based on ontology of E-Learning (OntEL) as the underlying knowledge-modelling structure which is used to capture various pedagogical aspects of E-Learning like course/subject details, learning object type, learner profile information (including learner's cognitive state), access type, difficulty level of learning resources etc. We give an SPARQL based algorithm of generic and personalised search for learning content targeted on the knowledge base created through OntEL. Furthermore, we define the notion of current learning status of a learner which is used to capture his cognitive state at any point of time during learning process. Default and personalised learning path provides suggestive sequencing of learning entities to users.
Keywords: information retrieval; e-learning; learning paths; ontology; personalised learning; electronic learning; online learning; personalisation; cognitive state.
International Journal of Knowledge and Learning, 2015 Vol.10 No.4, pp.384 - 416
Available online: 05 Jul 2016 *Full-text access for editors Access for subscribers Purchase this article Comment on this article