A CASE STUDY ON DOMAIN ANALYSIS OF SEMANTIC WEB MULTI-AGENT RECOMMENDER SYSTEMS

Roberval Mariano, Rosario Girardi, Adriana Leite, Lucas Drumond, Djefferson Maranhão

2008

Abstract

The huge amount of data available on the Web and its dynamic nature is the source of an increasing demand of information filtering applications such as recommender systems. The lack of semantic structure of Web data is a barrier for improving the effectiveness of this kind of applications. This paper introduces ONTOSERS-DM, a domain model that specifies the common and variable requirements of Recommender Systems based on the ontology technology of the Semantic Web, using three information filtering approaches: content-based, collaborative and hybrid filtering. ONTOSERS-DM was modeled under the guidelines of MADEM, a methodology for Multi-Agent Domain Engineering, using the ONTOMADEM tool.

Paper Citation

in Harvard Style

Mariano R., Girardi R., Leite A., Drumond L. and Maranhão D. (2008). A CASE STUDY ON DOMAIN ANALYSIS OF SEMANTIC WEB MULTI-AGENT RECOMMENDER SYSTEMS . In Proceedings of the Third International Conference on Software and Data Technologies - Volume 3: ICSOFT, ISBN 978-989-8111-53-1, pages 160-167. DOI: 10.5220/0001885801600167

in Bibtex Style

@conference{icsoft08,
author={Roberval Mariano and Rosario Girardi and Adriana Leite and Lucas Drumond and Djefferson Maranhão},
title={A CASE STUDY ON DOMAIN ANALYSIS OF SEMANTIC WEB MULTI-AGENT RECOMMENDER SYSTEMS},
booktitle={Proceedings of the Third International Conference on Software and Data Technologies - Volume 3: ICSOFT,},
year={2008},
pages={160-167},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001885801600167},
isbn={978-989-8111-53-1},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Third International Conference on Software and Data Technologies - Volume 3: ICSOFT,
TI - A CASE STUDY ON DOMAIN ANALYSIS OF SEMANTIC WEB MULTI-AGENT RECOMMENDER SYSTEMS
SN - 978-989-8111-53-1
AU - Mariano R.
AU - Girardi R.
AU - Leite A.
AU - Drumond L.
AU - Maranhão D.
PY - 2008
SP - 160
EP - 167
DO - 10.5220/0001885801600167