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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(Document in English)
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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 - Toulouse INP (FRANCE) |
| Laboratory name: | |
| Statistics: | download |
| Deposited On: | 23 Apr 2013 09:15 |
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