A multi-purpose ontology-based approach for personalized content filtering and retrieval

Vallet, David; Cantador, Ivan; Fernandez, Miriam and Castells, Pablo (2006). A multi-purpose ontology-based approach for personalized content filtering and retrieval. In: 2006 First International Workshop on Semantic Media Adaptation and Personalization (SMAP'06), pp. 19–24.

DOI: https://doi.org/10.1109/SMAP.2006.4

URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arn...

Abstract

Personalized multimedia access aims at enhancing the retrieval process by complementing explicit user requests with implicit user preferences. We propose and discuss the benefits of the introduction of ontologies for an enhanced representation of the relevant knowledge about the user, the context, and the domain of discourse, as a means to enable improvements in the retrieval process and the performance of adaptive capabilities. We develop our proposal by describing techniques in several areas that exemplify the explotation of the richness and power of formal and explicit semantics descriptions, and the improvements therein.

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