Skip to main content

Complex Knowledge Base Verification Using Matrices

  • Verification and Validation
  • Conference paper
  • First Online:
Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 1992)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 604))

Abstract

The paper extends the techniques presented in Knowledge Base Verification Using Matrices' from verification of single, unstructured knowledge bases to multiple knowledge bases which interact. The techniques are based on the representation of the knowledge base as a set of matrices and employ simple matrix operations. The anomalies addressed include unreachable and dead-end rules, missing rules, redundancy, subsumption, inconsistency, circular rule chains, and inconsistent rule chains, that occur across the interacting knowledge bases.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Botten, N. and T. Raz, “Knowledge Base Verification Using Matrices,” Proceedings of The Fourth International Conference on Industrial & engineering Applications of Artificial Intelligence & Expert Systems, Hawaii, June 1991, pp. 91–98.

    Google Scholar 

  2. Green, C. and M. Keyes, “Verification and Validation of Expert Systems,” IEEE Knowledge-Based Engineering and Expert Systems, (WESTEX-87), IEEE 87C112463-8, pp. 38–43 pp. 19–24.

    Google Scholar 

  3. Tepandi, J. “Comparison of Expert System Verification Criteria: Redundancy,” Validation, Verification and Test of Knowledge-Based Systems, Eds. Ayel, M. and J. Laurent, Wiley, 1991, pp. 49–62.

    Google Scholar 

  4. Stachowitz, R. and C. Chang, AAAl 88 Verification and Validation of Expert Systems. Tutorial from Seventh National Conference on Artificial Intelligence, Minneapolis, 1988.

    Google Scholar 

  5. Yu, X. and G. Biswas, “CHECKER: An Efficient Algorithm for Knowledge Base Verification, ” Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems. Vol. II, 1990, pp. 735–744.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Fevzi Belli Franz Josef Radermacher

Rights and permissions

Reprints and permissions

Copyright information

© 1992 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Botten, N. (1992). Complex Knowledge Base Verification Using Matrices. In: Belli, F., Radermacher, F.J. (eds) Industrial and Engineering Applications of Artificial Intelligence and Expert Systems. IEA/AIE 1992. Lecture Notes in Computer Science, vol 604. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0024974

Download citation

  • DOI: https://doi.org/10.1007/BFb0024974

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-55601-5

  • Online ISBN: 978-3-540-47251-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics