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

Romain Picot-Clémente, Christophe Cruz, Christophe Nicolle

2011

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.

Paper Citation

in Harvard Style

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 - Volume 1: SWAT, (WEBIST 2011) ISBN 978-989-8425-51-5, pages 659-665. DOI: 10.5220/0003478506590665

in Bibtex Style

@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 - Volume 1: SWAT, (WEBIST 2011)},
year={2011},
pages={659-665},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003478506590665},
isbn={978-989-8425-51-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 7th International Conference on Web Information Systems and Technologies - Volume 1: SWAT, (WEBIST 2011)
TI - AN ONTOLOGY-BASED APPROACH TO PROVIDE PERSONALIZED RECOMMENDATIONS USING A STOCHASTIC ALGORITHM
SN - 978-989-8425-51-5
AU - Picot-Clémente R.
AU - Cruz C.
AU - Nicolle C.
PY - 2011
SP - 659
EP - 665
DO - 10.5220/0003478506590665