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Pew of the existing expert-systems-building tools (or so-called expert system shells) have an interface to an external database management system (DBMS) and most of them embody only one reasoning mechanism and knowledge representation technique. One approach to expanding the representation facilities and handling a large knowledge base is to combine a knowledge-based system and a DBMS. The databases of the DBMS can be exploited as frame-like knowledge bases and default reasoning becomes easy and efficient. To implement this approach, our system PAIS (an expert system shell developed by us, see Jiang and Wee, Proc. ASEE-NCS, 1985) has been extended to support the direct access to a relational DBMS (We call It VR-I, VAX/VMS Relational, it was developed by us on our VAX/VMS system) and to embody the mechanism for interpreting the databases as knowledge bases.

An approach to exploiting a database as a frame-like knowledge base (abstract)