Using Description Logics for Case-Based Reasoning in Hybrid Diagnosis

  • Yacine Zeghib
  • François De Beuvron
  • Martina Kullmann
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 1821)


We present how description logics can be used for modeling a case base for case-based reasoning. To illustrate this approach, we apply it to hybrid diagnosis. The case-based reasoning component of a hybrid diagnosis system exploits description logic inferences for classifying and querying the case base. As description logic interpreter we use the system CICLOP, whereas the diagnosis system is implemented in G2. The description logic system runs as a server application and can thus be queried by the diagnosis system.


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  1. 1.
    Zeghib, Y., Rousselot, F., Keith, B.: Building a Diagnostic System for Large Industrial Plants: Using Symbolic and Numerical Knowledge. IAR 98, MULHOUSE (1998) 46–52Google Scholar
  2. 2.
    De Bertrand de Beuvron, F., Rousselot, F., Grathwohl, M., Rudloff, D., Schlick, M.: CICLOP. System Comparison of the International Workshop on Description Logics’ 99, Linköping, Sweden (1999)Google Scholar
  3. 3.
    Lenz, M., Bartsch-Spörl,.B., Burkhard, H.-D., Wess, S.: Case-Based Reasoning Technology: From Foundations to Applications. Springer-Verlag, Berlin Heidelberg New York (1998)CrossRefGoogle Scholar
  4. 4.
    Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. Artificial Intelligence Communications, Vol.7 No. 1. (1993)Google Scholar
  5. 5.
    Napoli, A., Lieber, J., Simon, A.: A Classification-Based Approach to Case-Based Reasoning. International Workshop on Description Logics, Gif sur Yvette France (1997)Google Scholar
  6. 6.
    Baader, F., Hollunder, B.: A Terminological Knowledge Representation System with Complete Inference Algorithms. In Proceedings of the Workshop on Processing Declarative Knowledge, PDK-91, number 567. Lecture Notes in Artificial Intelligence. Springer-Verlag (1991)Google Scholar
  7. 7.
    Salotti, S., Ventos, V.: Study and Formalization of a Case-Based Reasoning System with a Description logic. LIPN-CNRS URA 1507, Université Paris-Nord France (1997)Google Scholar
  8. 8.
    Aha, W. D.: Case-Based Learning Algorithms. Case-Based Reasoning Workshop. Morgan Kaufmann (1991)Google Scholar
  9. 9.
    Maria, M.: Etudes des aspects liés au contenu et à l’organisation de la memoire dans le RàPs. Ecole de Mines, Paris (1998)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2000

Authors and Affiliations

  • Yacine Zeghib
    • 1
  • François De Beuvron
    • 1
  • Martina Kullmann
    • 1
  1. 1.ENSAISLIIAStrasbourgFrance

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