A tool-supported approach to inter-tabular verification

Citation
J. Vanthienen et al., A tool-supported approach to inter-tabular verification, EXPER SY AP, 15(3-4), 1998, pp. 277-285
Citations number
14
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
EXPERT SYSTEMS WITH APPLICATIONS
ISSN journal
09574174 → ACNP
Volume
15
Issue
3-4
Year of publication
1998
Pages
277 - 285
Database
ISI
SICI code
0957-4174(199810/11)15:3-4<277:ATATIV>2.0.ZU;2-H
Abstract
The use of decision tables to verify knowledge based systems (KBS) has been advocated several times in the validation and verification (V&V) literatur e. However, one of the main drawbacks of these systems is that they fail to detect anomalies that occur over rule chains. In a decision table based co ntext this means that anomalies that occur due to interactions between tabl es are neglected. These anomalies are called inter-tabular anomalies. In th is paper we investigate an approach that deals with inter-tabular anomalies . One of the prerequisites for the approach was that it could be used by th e knowledge engineer during the development of the KBS. This requires that the anomaly check can be performed on-line. As a result, the approach partl y uses heuristics where exhaustive checks would be too inefficient. All det ection facilities that will be described have been implemented in a table-b ased development tool called PROLOGA. The use of this tool will be briefly illustrated. In addition, some experiences in verifying large knowledge bas es are discussed. (C) 1998 Elsevier Science Ltd. All rights reserved.