In view of the overwhelming popularity of user generated content new intelligent services are needed to filter this content based on personal interests. In this paper we present a set of algorithms for retrieving content, based on dynamic user profiles and learning capabilities. To illustrate the approach taken, a rich communication service is presented.
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