Using Prototypical Knowledge in Classification-Based Expert Systems

  • Jean-Marc David
  • Jean-Paul Krivine
  • Jean-Pierre Tiarri
  • Benoit Ricard

Abstract

Heuristic classification [7] is characterized by an inference structure that relates data to a preenumerated set of solution by abstraction, heuristic association, and refinement. Most of diagnosis expert systems are classification-based systems.

Keywords

Clay Zione 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Bibliography

  1. 1.
    Aikins, J., “Prototypical Knowledge for Expert Systems,” Artificial Intelligence 20 (2), pp. 163–210, 1983.CrossRefGoogle Scholar
  2. 2.
    Bannister, R. H., Moore, M. P., “General Rotational Machinery Expert System,” Expert Systems 86, Brighton UK, December 15–18, 1986.Google Scholar
  3. 3.
    Benoit, Y., Caseau, C., Pherivong, “The LORE approach to object Oriented Programming Paradigms,” OOPSLA ’86, Portland, Oregon, September 1986.Google Scholar
  4. 4.
    Chandrasekaran, B., “Decomposition of domain knowledge into knowledge sources: the MDX approach,” proc. of the 4th CSCSI/SCEIO Conference, Saskatoon, Canada, May 1982.Google Scholar
  5. 5.
    Chandrasekaran, B., “Generic Tasks in Knowledge-Based Reasoning: Characterizing and Designing Expert Systems at the Right Level of Abstraction,” The Second Conference on Artificial Intelligence Applications, Miami, Florida, December 11–13, 1985.Google Scholar
  6. 6.
    Chandrasekaran, B., “Towards a Functional Architecture for Intelligence Based on Generic Infor mation Processing Tasks,” proc. of the 10th IJCAI, Milano, Italy, August 1987.Google Scholar
  7. 7.
    Clancey, W. J., “Heuristic Classification,” in Artificial Intelligence 27, pp. 289–350, 1985.CrossRefGoogle Scholar
  8. 8.
    Clapis, A., Gallanti, M., Stefanini, A., “Sistemi Esperti nella diagnostica di impianto: un’applicazione sperimentale,” (in Italian), Automazione E Strumentazione, March 1984.Google Scholar
  9. 9.
    David, J.-M., Krivine, J.-P., “What Happened? Causal Reasoning in DIVA” First European Workshop on Fault Diagnostics, Rhodos, Greece, August 1986.Google Scholar
  10. 10.
    David, J.-M., Krivine, J.-P., “Utilisation de prototypes dans un système expert de diagnostic: Le projet DIVA,” (in French), Proc. of the 7th International Conference “Expert Systems and their Applications,” Avignon, France, May 1987.Google Scholar
  11. 11.
    David, J.-M., Krivine, J.-P., “Acquisition de Connaissances Expertes à partir de Situations Types,” (in French), “Expert Systems and their Applications,”Avignon, France, May 1988.Google Scholar
  12. 12.
    David, J.-M., Krivine, J.-P., “Designing Knowledge-Based Systems within Functional Architectures: the DIVA experiment,” Proc. of the 5th IEEE Conference on Artificial Intelligence Applications, pp. 174–180, Miami, Florida, March 1989.Google Scholar
  13. 13.
    Fanton, J. P., “Vibratory Surveillance,” International Conference for Online Monitoring and Surveil lance (ICOMS), London, August 1983.Google Scholar
  14. 14.
    Finn, G. A., Hall, J. R. Jr., “An Expert System for Rotating Equipment Vibration Diagnosis,” EPRI Seminar: Expert Systems Applications in Power Plants, Boston, MA, May 27–29, 1987.Google Scholar
  15. 15.
    Milne, R., “Artificial Intelligence for rotating machinery monitoring,” proc. of the 12th IMACS World Congress, Paris, July 18–22, 1988.Google Scholar
  16. 16.
    Osborne, R., “Online, Artificial Intelligence-Based Turbine Generator Diagnostics,” AI Magazine pp. 97–103, fall 1986.Google Scholar
  17. 17.
    Ricard, B., Monnier, B., Morel, J., David, J.-M., Krivine, J.-P., Tiarri, J.-P., “Overview of DIVA: An Expert System for Turbine-Generator Diagnosis,” American Nuclear Society Conference on Ar tificial Intelligence and other Innovative Computer Applications in the Nuclear Industry, Snowbird, Utah, August 31 – September 2, 1987.Google Scholar
  18. 18.
    Skatteboe, R., Lihovd, E., Aas Hystad, R., “DIAMON: a Knowledge-Based System for Fault Diag nosis and Maintenance Planning for Rotating Machinery,” proc. of the 6th International Conference, “Expert Systems and their Applications,” Avignon, France, April 1986.Google Scholar
  19. 19.
    Stuart, J., Winston, J., “Turbomac: an Expert System to Aid in the Diagnosis of Cause of Vibration-Producing Problems in Large Turbomachinery,” Radian Technical Report no ST-RS-00968, August 1985.Google Scholar
  20. 20.
    Wielinga, B. J., Breuker, J. A., “Models of Expertise,” Proc. of the 7th ECAI, Brighton, UK, July 21–25, 1986.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1993

Authors and Affiliations

  • Jean-Marc David
  • Jean-Paul Krivine
  • Jean-Pierre Tiarri
  • Benoit Ricard

There are no affiliations available

Personalised recommendations