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Application areas and added value of knowledge base systems

โœ Scribed by R.V. Schuwer; R.J. Kusters

Publisher
Elsevier Science
Year
1993
Tongue
English
Weight
906 KB
Volume
24
Category
Article
ISSN
0378-7206

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โœฆ Synopsis

A knowledge base system is characterized by a separation between application-dependent knowledge and applicationindependent deduction rules. When used in a business environment, it is not clear what added value this separation has, over conventional systems. It also is not clear what characteristics make a problem tractable for a solution using a knowledge base system. This paper tries to formulate answers to these questions. In order to obtain a sound basis for discussion, a formal model of a knowledge base system is presented.

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Anomalies such as redundant, contradictory, and deficient knowledge in a knowledge base are symptoms of probable errors. Detecting anomalies is a well-established method for verifying knowledge-based systems. Although many tools have been developed to perform anomaly detection, several important iss