A Framework for Using Web Usage Mining to Personalise E-learning
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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.
[1] Marcelo Campo,et al. Using Bayesian Networks to Detect Students' Learning Styles in a Web-based education system , 2005 .
[2] R. Felder,et al. Learning and Teaching Styles in Engineering Education. , 1988 .