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Authors: Ozgur Baykal 1 ; Reda Alhajj 2 and Faruk Polat 1

Affiliations: 1 Middle East Technical University, Turkey ; 2 University of Calgary, Canada

Keyword(s): Multiagent Systems, Case-Based Reasoning, E-Commerce, Product Recommendation.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Case-Based Reasoning ; Coordination in Multi-Agent Systems ; Enterprise Information Systems ; Intelligent Agents ; Internet Technology ; Pattern Recognition ; Symbolic Systems ; Theory and Methods ; Web Information Systems and Technologies

Abstract: This paper proposes a cooperation framework for multiple role-based case-based reasoning (CBR) agents to handle the product recommendation problem for e-commerce applications. Each agent has different case structure with intersecting features and agents exploit all information related to the problem by cooperation, which is accomplished through the merge of distributed cases. The role-based CBR agents merge the distributed cases by introducing a global heuristic function, which exploits the relevancy of each merged case within the viewpoint of each agent and the satisfied/unsatisfied problem constraints. Finally, the proposed framework has been tested for elective course recommendation.

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Paper citation in several formats:
Baykal, O.; Alhajj, R. and Polat, F. (2004). AUTOMATED PRODUCT RECOMMENDATION BY EMPLOYING CASE-BASED REASONING AGENTS. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 515-518. DOI: 10.5220/0002620105150518

@conference{iceis04,
author={Ozgur Baykal. and Reda Alhajj. and Faruk Polat.},
title={AUTOMATED PRODUCT RECOMMENDATION BY EMPLOYING CASE-BASED REASONING AGENTS},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={515-518},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002620105150518},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - AUTOMATED PRODUCT RECOMMENDATION BY EMPLOYING CASE-BASED REASONING AGENTS
SN - 972-8865-00-7
IS - 2184-4992
AU - Baykal, O.
AU - Alhajj, R.
AU - Polat, F.
PY - 2004
SP - 515
EP - 518
DO - 10.5220/0002620105150518
PB - SciTePress

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