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KADS Inference Layer

The inference layer describes the primitive inferences of a PSM through the inference structure. The inference structure is a diagram that shows the conceptual interconnection of the inferences by means of the knowledge roles. Rectangles represent knowledge roles, ovals represent inference actions and arrows are used to indicate input-output knowledge roles dependencies. The inference structure does not specify the control flow among the inferences, which is defined in the task layer. Figure 2 illustrates a generic schema for the inference structure.

Figure 2: A generic inference structure (adapted from (Aben, 1995)). Labels indicate what the inference accomplishes. The knowledge roles labels are placeholders for the domain knowledge. In this representation, the structure of knowledge is defined in the domain layer, which contains a theory that establishes the inherent organization of the concepts and relations of a domain. The basic idea is that the knowledge roles can be instantiated with different domain knowledge.

The problem with this description is that the labels that specify the knowledge roles are abstract and do not clarify how is their inherent structure. The structure of the knowledge is described only in the domain layer. However, the domain layer represents a structure of a particular domain, that may not corresponds to the structure of the knowledge used by the inferences. We argue that also a theory about the knowledge roles is needed to make explicit their structure. In section 3, we construct a method ontology, which constitutes a theory about the organization of the knowledge used by a method.

Eliana Coelho
Wed Sep 4 15:57:17 EDT 1996