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Authors: Jose Mª Quinteiro-González ; Ernestina Martel-Jordán ; Pablo Hernández-Morera ; Aaron López-Rodríguez ; Leidia Martel-Monagas and Angelo Santana-del Pino

Affiliation: Universidad de Las Palmas de Gran Canaria, Spain

ISBN: 978-989-8425-28-7

Keyword(s): Recommendation Systems, Ontology, Customization.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Clustering and Classification Methods ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Software Development ; Symbolic Systems

Abstract: One of the main tasks of the information services is to help users to find information that satisfies their preferences reducing their search effort. Recommendation systems filter information and only show the most preferred items. Ontologies are fundamental elements of the Semantic Web and have been exploited to build more accurate and personalized recommendations by inferencing missing user preferences. With catalogs changing continuously ontologies must be built autonomously without expert intervention. In this paper we present an audiovisual recommendation engine which uses an enhanced ontology filtering technique to recommend audiovisual content. Experimental results show that the improvements of the ontology filtering technique generate accurate recommendations.

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Paper citation in several formats:
Quinteiro-González, J.; Martel-Jordán, E.; Hernández-Morera, P.; López-Rodríguez, A.; Martel-Monagas, L. and Santana-del Pino, A. (2010). RECOMMENDATION SYSTEM IN AN AUDIOVISUAL DELIVERY PLATFORM.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2010) ISBN 978-989-8425-28-7, pages 379-382. DOI: 10.5220/0003063103790382

@conference{kdir10,
author={Jose Mª Quinteiro{-}González. and Ernestina Martel{-}Jordán. and Pablo Hernández{-}Morera. and Aaron López{-}Rodríguez. and Leidia Martel{-}Monagas. and Angelo Santana{-}del Pino.},
title={RECOMMENDATION SYSTEM IN AN AUDIOVISUAL DELIVERY PLATFORM},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2010)},
year={2010},
pages={379-382},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003063103790382},
isbn={978-989-8425-28-7},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2010)
TI - RECOMMENDATION SYSTEM IN AN AUDIOVISUAL DELIVERY PLATFORM
SN - 978-989-8425-28-7
AU - Quinteiro-González, J.
AU - Martel-Jordán, E.
AU - Hernández-Morera, P.
AU - López-Rodríguez, A.
AU - Martel-Monagas, L.
AU - Santana-del Pino, A.
PY - 2010
SP - 379
EP - 382
DO - 10.5220/0003063103790382

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