| Ph. Mylonas, P. Tzouveli, S. Kollias |
| An integrated approach towards intelligent educational content adaptation |
| Emerging Artificial Intelligence Applications in Computer Engineering, Frontiers in Artificial Intelligence & Applications, vol. 160, pp. 154-172, IOS Press, Amsterdam, Oct. 2007 |
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ABSTRACT
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| One of the major shortcomings of modern e-learning schemes is the fact that they significantly lack on user personalization and educational content representation issues. Semi- or fully automated extraction of user profiles based on users¢ usage history records forms a challenging problem, especially when used under the e-learning perspective. In this chapter we present the design and implementation of such a user profile-based framework, where educational content is matched against its environmental context, in order to be adapted to the end users¢ needs and qualifications. Our effort applies clustering techniques on an integrated e-learning system to provide efficient user profile extraction and results are promising.
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| 01 October , 2007 |
| Ph. Mylonas, P. Tzouveli, S. Kollias, "An integrated approach towards intelligent educational content adaptation", Emerging Artificial Intelligence Applications in Computer Engineering, Frontiers in Artificial Intelligence & Applications, vol. 160, pp. 154-172, IOS Press, Amsterdam, Oct. 2007 |
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