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Knowledge-Based Systems
Volume 4, Issue 2, June 1991, Pages 82-86
 
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doi:10.1016/0950-7051(91)90011-P    How to Cite or Link Using DOI (Opens New Window)
Copyright © 1991 Published by Elsevier Science B.V.

Rule by example: an example-based approach to knowledge-base management

Levent V. Orman

Graduate School Management, Cornell University, Ithaca, New York 14853, USA

Received 30 April 1990; 
revised 18 December 1990; 
accepted 18 December 1990. ;
Available online 17 February 2003.

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Abstract

An example-based approach to knowledge-base management involves capturing all rules as example data. Such an approach has many advantages, as data have been studied extensively, and a variety of techniques for effective management have been developed. Expressing all rules as stereotypical data allowed in the system provides a comprehensive solution to the three basic problems of a knowledge-based system. It provides a simple end-user language by reducing rules to data, which have simpler semantics; it allows the storage of rules as data, and hence the use of database technology to store, retrieve and maintain rules; and it simplifies the execution of rules by reducing the execution to data comparison.

Author Keywords: knowledge-base management; knowledge-base architecture; rule base; logic rules; Horn clauses

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