Evaluation and exploitation of knowledge robustness in knowledge-based systems

M. Barcikowski (1) , P. Pernelle (1) , A. Lefebvre (1, 2) , M. Martinez (1, 3) , J. Renaud (4)

1 PRISMA - Laboratoire de Productique et Informatique des systèmes manufacturiers
2 AIB_ERN - Interreg
3 LIESP - Laboratoire d'Informatique pour l'Entreprise et les Systèmes de Production
4 ERPI - Equipe de Recherche sur les Processus Innovatifs

Industrial knowledge is complex, difficult to formalize and very dynamic in reason of the continuous development of techniques and technologies. The verification of the validity of the knowledge base at the time of its elaboration is not sufficient. To be exploitable, this knowledge must then be able to be used under conditions (slightly) different from the conditions in which it was formalized. So, it becomes vital for the company to permanently evaluate the quality of the industrial knowledge implemented in the system. This evaluation is founded on the concept of robustness of the knowledge formalized by conceptual graphs. The evaluation method is supported by a computerized tool.

Mots clés: Robustness; Knowledge; knowledge-based systems; Criteria of robustness

Domaines: Autre [cs.OH]

M. Barcikowski, P. Pernelle, A. Lefebvre, M. Martinez, J. Renaud. Evaluation and exploitation of knowledge robustness in knowledge-based systems. 9th IFAC (IEEE Control Systems Society) Symp. Automated Syst. Based on Human Skill and Knowledge (ASBoHS'06), 2006, Nancy, France. 8 p. ⟨hal-00260535⟩