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A Knowledge Model For Unifying Deductive and Non-Deductive Heterogeneous Databases
February 1995 (vol. 7 no. 1)
pp. 82-105

Abstract—A new, much-needed knowledge model for integrating heterogeneous knowledge represented by independently developed deductive rules and diverse data models has been developed and is shown here. It has the strength and expressiveness necessary to unify seemingly disparate, autonomous components. Separate components, including rules, are modeled as functional units. A complete set of relationships, or links, between units based on domain interdependencies is defined, along with a set of integration operators. This approach resolves the unique and complex forms of conflict that arise from integrating deductive rules from autonomous sources, such as conflicts in meaning, redundancies and subsumption. This model has significant application to the creation of a common representation for future shared environments.

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Index Terms:
Deductive databases, heterogeneous databases, knowledge base integration, knowledge models, schema integration.
Linda Sirounian, William I. Grosky, "A Knowledge Model For Unifying Deductive and Non-Deductive Heterogeneous Databases," IEEE Transactions on Knowledge and Data Engineering, vol. 7, no. 1, pp. 82-105, Feb. 1995, doi:10.1109/69.368516
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