User Modeling Based on Emergent Domain Semantics [chapter]

Marián Šimko, Mária Bieliková
2010 Lecture Notes in Computer Science  
In this paper we present an approach to user modeling based on the domain model that we generate automatically by resource (text) content processing and analysis of associated tags from a social annotation service. User's interests are modeled by overlaying the domain model -via keywords extracted from resource's (text) content, and tags assigned by the user or other (similar) users. The user model is derived automatically. We combine content-and tag-based approaches, shifting our approach
more » ... d flat "folksonomical" representation of user interests to involve relationships between both keywords and tags.
doi:10.1007/978-3-642-13470-8_42 fatcat:ktjjm3vqdvdfhmaxtv26heswru