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Improvement of retrieval in Case-Based Reasoning for system design

Coudert, Thierry and Vareilles, Elise and Geneste, Laurent and Aldanondo, Michel Improvement of retrieval in Case-Based Reasoning for system design. (2012) In: IEEE Industrial engineering and engineering management - IEEM, 10 December 2012 - 20 December 2012 (Hong Kong, China).

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Official URL: http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=20493

Abstract

The problematic addressed in this article is dealing with the improvement of retrieval in Case-Based Reasoning for system design. The retrieval activity is based on the evaluation of similarities between requirements (target) and the solutions (sources). However, similarities between features is often a subjective kind of knowledge difficult to formalize within companies. Based on an ontology of domain, the approach permits to retrieve compatible solutions rather than similar ones using a model of designer preferences. The requirements are modeled by means of constraints. When constraints are confronted to solutions in order to evaluate a compatibility measure, missing information within solutions with regard to requirements are taken into account using semantic similarities between concepts. A case study validates the proposals.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at : http://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=20493 - [Proceedings of IEEE Industrial engineering and engineering management] - Ed. IEEE - ISBN 978-972-8826-25-3
HAL Id:hal-00975172
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Ecole nationale supérieure des Mines d'Albi-Carmaux - IMT Mines Albi (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
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Deposited By: Thierry Coudert
Deposited On:23 Apr 2013 09:15

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