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ISIEM: a methodology to deploy a knowledge-based system to support bidding process
Langue
EN
Article de revue
Ce document a été publié dans
Computers & Industrial Engineering. 2021, vol. 161, p. 107638
Résumé en anglais
When responding to calls for tenders, companies must elaborate on relevant bids relative to the needs and expectations of customers (for example, in terms of price and delay). We built and deployed a knowledge-based system ...Lire la suite >
When responding to calls for tenders, companies must elaborate on relevant bids relative to the needs and expectations of customers (for example, in terms of price and delay). We built and deployed a knowledge-based system (KBS) to aid companies when developing bids. Based on a pre-defined generic bid model, a methodology to support companies when deploying the KBS is proposed in this paper. To capture, formalize, and reuse knowledge relevant to bids, a combination of several approaches, such as taxonomy, constraint satisfaction problem, and case-based reasoning, is proposed. The methodology is composed of five steps: Initialization, Specialization, Implementation, Exploitation, and Maintenance. A case study from a company building electrical parts of harbor lifting devices illustrates our proposal and allows validating the proposed methodology.< Réduire
Mots clés en anglais
Deployment methodology
knowledge-based system
bidding process
constraint satisfaction problem
case-based reasoning
taxonomy
Project ANR
Outils logiciels et ProcEssus pour la Réponse à Appel d'Offres - ANR-16-CE10-0010
Unités de recherche