AN ONTOLOGY-BASED APPROACH TO PROVIDE PERSONALIZED RECOMMENDATIONS USING A STOCHASTIC ALGORITHM

Romain Picot-Clémente; Christophe Cruz; Christophe Nicolle

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Paper

AN ONTOLOGY-BASED APPROACH TO PROVIDE PERSONALIZED RECOMMENDATIONS USING A STOCHASTIC ALGORITHM

In Proceedings of the 7th International Conference on Web Information Systems and Technologies - Volume 1: SWAT, 659-665, 2011 , Noordwijkerhout, Netherlands

Authors: Romain Picot-Clémente ; Christophe Cruz and Christophe Nicolle

Affiliation: LE2I Laboratory and University of Bourgogne, France

Keyword(s): Recommender systems, Information filtering, Semantic web, Adaptive hypermedia systems, User modelling, Stochastic processes.

Abstract: The use of personalized recommender systems to assist users in the selection of products is becoming more and more popular and wide-spread. The purpose of a recommender system is to provide the most suitable items from an knowledge base, according the user knowledge, tastes, interests, ... These items are generally proposed as ordered lists. In this article, we propose to combine works from adaptive hypermedia systems, semantic web and combinatory to create a new kind of recommender systems suggesting combinations of items corresponding to the user.

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Paper citation in several formats:

Picot-Clémente, R.; Cruz, C. and Nicolle, C. (2011). AN ONTOLOGY-BASED APPROACH TO PROVIDE PERSONALIZED RECOMMENDATIONS USING A STOCHASTIC ALGORITHM. In Proceedings of the 7th International Conference on Web Information Systems and Technologies (WEBIST 2011) - SWAT; ISBN 978-989-8425-51-5; ISSN 2184-3252, SciTePress, pages 659-665. DOI: 10.5220/0003478506590665

@conference{swat11,
author={Romain Picot{-}Clémente. and Christophe Cruz. and Christophe Nicolle.},
title={AN ONTOLOGY-BASED APPROACH TO PROVIDE PERSONALIZED RECOMMENDATIONS USING A STOCHASTIC ALGORITHM},
booktitle={Proceedings of the 7th International Conference on Web Information Systems and Technologies (WEBIST 2011) - SWAT},
year={2011},
pages={659-665},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003478506590665},
isbn={978-989-8425-51-5},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Web Information Systems and Technologies (WEBIST 2011) - SWAT
TI - AN ONTOLOGY-BASED APPROACH TO PROVIDE PERSONALIZED RECOMMENDATIONS USING A STOCHASTIC ALGORITHM
SN - 978-989-8425-51-5
IS - 2184-3252
AU - Picot-Clémente, R.
AU - Cruz, C.
AU - Nicolle, C.
PY - 2011
SP - 659
EP - 665
DO - 10.5220/0003478506590665
PB - SciTePress