P. Hors et Mc. Rousset, CONSISTENCY OF STRUCTURED KNOWLEDGE - A FORMAL FRAMEWORK BASED ON DESCRIPTION LOGICS, Expert systems with applications, 8(3), 1995, pp. 371-380
In the general framework of the KBS validation, our work deals with th
e consistency checking of the domain knowledge. We have chosen to cope
with the problem in a modular way according to the different aspects
(deductive, structuring) of the domain knowledge. In this paper, we st
udy the consistency of the structuring aspect of the domain knowledge,
which corresponds with the links of specialization between the concep
ts of the domain. Our approach consists of getting free of the impleme
ntation aspects of any specific object-oriented language. For that, we
have chosen to specify this structuring aspect in a terminological fo
rmalism issued from Description Logics. Such terminological formalisms
have emerged from several recent works on Knowledge Representation is
sued from the KL-ONE language. They are devoted to formally representi
ng information about individual objects, related by binary relationshi
ps (called roles) and grouped into concepts, in a syntax associated wi
th a formal semantics.