Skip to main content

An architecture for maintaining case-based reasoning systems

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1488))

Abstract

This paper describes an architecture which supports the user of a CBR system during the modelling and maintaining of the used knowledge. Different maintenance operations are described and characterised along different dimensions. We give an overview of possible operations with their resulting repair strategies. Exemplary, we describe two operations in detail. We examine the impact of maintenance operations to the overall CBR system which leads to the design of an evaluation component. As a result, we describe our architecture for the maintenance of a CBR system. We close with a short discussion.

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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bergmann, R., Wilke, W., and Schumacher, J. (1997). Using software process modeling for building a case-based reasoning methodology: Basic approach and case study. In Leake, D. B. and Plaza, E., editors, ICCBR-1997: Case-Based Reasoning Research and Development, number 1266 in Lecture Notes in AI, pages 509–519. Springer Verlag.

    Google Scholar 

  2. Booch, G. (1991). Object-Oriented Design with Applications. Benjamin/Cummings.

    Google Scholar 

  3. Richter, M. M. (1995). The knowledge contained in similarity measures. Invited Talk on the ICCBR-95. http://wwwagr.Informatik.uni-kl.de/~lsa/CBR/Richtericcbr95remarks.html.

    Google Scholar 

  4. Weiss, S. M. and Kulikowski, C. A. (1991). Computer Systems That Learn — Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems. Morgan Kaufmann.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Barry Smyth Pádraig Cunningham

Rights and permissions

Reprints and permissions

Copyright information

© 1998 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Heister, F., Wilke, W. (1998). An architecture for maintaining case-based reasoning systems. In: Smyth, B., Cunningham, P. (eds) Advances in Case-Based Reasoning. EWCBR 1998. Lecture Notes in Computer Science, vol 1488. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0056335

Download citation

  • DOI: https://doi.org/10.1007/BFb0056335

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-64990-8

  • Online ISBN: 978-3-540-49797-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics