Advanced Learning Technologies, IEEE International Conference on (2007)
July 18, 2007 to July 20, 2007
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICALT.2007.13
Hafidh Ba-Omar , University of Manchester, UK
Ilias Petrounias , University of Manchester, UK
Fahad Anwar , University of Manchester, UK
Web usage mining can contribute to finding significant educational knowledge. It can play a vital role in the personalisation aspects of any domain. We propose a framework for personalizing e-learning that necessitates careful attention towards individual learning styles. We focus on identifying learning patterns of learners and the sequence of choosing learning resources in relation to their learning styles. A prototype for an adaptive web based course has been developed where the learning environment is modifying its behaviour to reflect learning styles.
I. Petrounias, F. Anwar and H. Ba-Omar, "A Framework for Using Web Usage Mining to Personalise E-learning," 2007 International Conference on Advanced Learning Technologies(ICALT), Niigata, 2007, pp. 937-938.