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Authors: RAMI HANSENNE 1 ; JONAS VAN POUCKE 1 ; VEERLE VAN DER SLUYS 1 and BARTEL VAN DE WALLE 2

Affiliations: 1 Actonomy NV, Belgium ; 2 Tilburg University, Netherlands

Keyword(s): Case-based reasoning; fuzzy set theory; matching engine; matching techniques.

Related Ontology Subjects/Areas/Topics: Advanced Applications of Fuzzy Logic ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Case-Based Reasoning ; Enterprise Information Systems ; Pattern Recognition ; Symbolic Systems ; Theory and Methods

Abstract: We discuss the design and the implementation of a flexible and scalable fuzzy case-based matching engine. The engine’s flexible design is illustrated for two of its core components: the internal representation of cases by means of a variety of crisp and fuzzy data types, and the fuzzy operations to execute the ensuing case matching process. We investigate the scalability of the matching engine by a series of benchmark tests of increasing complexity, and find that the matching engine can manage an increasingly heavy load. This indicates that the engine can be used for demanding matching processes. We conclude by pointing at several applications in experimental electronic markets for which the matching engine currently is being put to use, and indicate avenues for future research.

CC BY-NC-ND 4.0

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Paper citation in several formats:
HANSENNE, R.; VAN POUCKE, J.; VAN DER SLUYS, V. and VAN DE WALLE, B. (2004). DESIGN AND IMPLEMENTATION OF A SCALABLE FUZZY CASE-BASED MATCHING ENGINE. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 375-382. DOI: 10.5220/0002645903750382

@conference{iceis04,
author={RAMI HANSENNE. and JONAS {VAN POUCKE}. and VEERLE {VAN DER SLUYS}. and BARTEL {VAN DE WALLE}.},
title={DESIGN AND IMPLEMENTATION OF A SCALABLE FUZZY CASE-BASED MATCHING ENGINE},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={375-382},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002645903750382},
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 - DESIGN AND IMPLEMENTATION OF A SCALABLE FUZZY CASE-BASED MATCHING ENGINE
SN - 972-8865-00-7
IS - 2184-4992
AU - HANSENNE, R.
AU - VAN POUCKE, J.
AU - VAN DER SLUYS, V.
AU - VAN DE WALLE, B.
PY - 2004
SP - 375
EP - 382
DO - 10.5220/0002645903750382
PB - SciTePress

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