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Tag-based user modeling for social multi-device adaptive guides

, , , , , , , , and . User Modeling and User-Adapted Interaction, 18 (5): 497--538 (November 2008)
DOI: 10.1007/s11257-008-9052-2

Abstract

This paper aims to demonstrate that the principles of adaptation and user modeling, especially social annotation, can be integrated fruitfully with those of the web 2.0 paradigm and thereby enhance in the domain of cultural heritage. We propose a framework for improving recommender systems through exploiting the users tagging activity. We maintain that web 2.0's participative features can be exploited by adaptive web-based systems in order to enrich and extend the user model, improve social navigation and enrich information from a bottom-up perspective. Thus our approach stresses social annotation as a new and powerful kind of feedback and as…(more)

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