Title :
A self-organizing knowledge representation scheme for extensible heterogeneous information environment
Author :
Sull, Wonhee ; Kashyap, Rangasami L.
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
4/1/1992 12:00:00 AM
Abstract :
The self-organizing knowledge representation aspects in heterogeneous information environments involving object-oriented databases, relational databases, and rulebases are investigated. The authors consider a facet of self-organizability which sustains the structural semantic integrity of an integrated schemea regardless of the dynamic nature of local schemata. To achieve this objective, they propose an overall scheme for schema translation and schema integration with an object-oriented data model as common data model, and it is shown that integrated schemata can be maintained effortlessly by propagating updates in local schemata to integrated schemata unambiguously
Keywords :
deductive databases; knowledge representation; object-oriented databases; relational databases; common data model; extensible heterogeneous information environment; integrated schemata; object-oriented data model; object-oriented databases; relational databases; rulebases; schema integration; schema translation; self-organizing knowledge representation scheme; semantic integrity; Data models; Database systems; Erbium; Intelligent manufacturing systems; Knowledge based systems; Knowledge representation; Object oriented databases; Object oriented modeling; Relational databases;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on