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This article focuses on the role of user modeling and semantic-enhanced representations for personalization. The paper presents a generic Ontology-based User Modeling framework (OntobUMf), its components and its associated user modeling processes. This framework models the behavior of the users and classifies its users according to their behavior. The user ontology is the backbone of OntobUMf and has been designed according to the Information Management System Learning Information Package (IMSdoi:10.1109/tsmca.2011.2132712 fatcat:stzl62laozebpaqxzb7tdngfuu