Skip to main content

Knowledge Maintenance and Sharing in the KM Context: The Case of P–Truck

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2829))

Abstract

This paper illustrates a Knowledge Management framework developed in the context of the P–Truck Project, that aims to support the design and manufacturing of innovative products in a restricted and specific domain (i.e. the design and manufacturing of truck tires) through a Knowledge Based System approach. The domain is characterized by heterogenous knowledge, that can be difficulty captured with generic knowledge engineering methodologies and tools. Thus, a dedicated Knowledge Elicitation tool (KEPT) has been designed and implemented into the P–Truck system for this task. The main feature of KEPT is the possibility to manage the heterogeneous knowledge concerning the different phases of the production process in a centralized fashion, with benefits from the knowledge maintenance and sharing standpoints. Moreover, KEPT allows to support the different types of knowledge–based systems (i.e. rule–based and case–based) that within the P–Truck system support domain experts in handling tire design and production.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Aamodt, A., Plaza, E.: Case–Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. AI Communications 7(1), 39–59 (1994)

    Google Scholar 

  2. Akkermans, H., de Hoog, R., Shreiber, A., van de Velde, W., Wielinga, B.: CommonKADS: A Comprehensive Methodology for KBS Development. IEEE Expert, 28–37 (1994)

    Google Scholar 

  3. Angele, J., Fensel, D., Studer, R.: Developing Knowledge-Based Systems with MIKE. Journal of Automated Software Engineering (1998)

    Google Scholar 

  4. Bandini, S., Manzoni, S.: CBR Adaptation for Chemical Formulation. In: Aha, D.W., Watson, I. (eds.) ICCBR 2001. LNCS (LNAI), vol. 2080, pp. 634–647. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  5. Bandini, S., Manzoni, S., Sartori, F.: Acquiring Knowledge and Numerical Data to Support CBR Retrieval. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, p. 8. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  6. Bandini, S., Manzoni, S., Simone, C.: Tuning Production Processes through a Case Based Reasoning Approach. In: Craw, S., Preece, A.D. (eds.) ECCBR 2002. LNCS (LNAI), vol. 2416, p. 475. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  7. Bergmann, R., Stahl, A.: Similarity Measures for Object- Oriented Case Representations. In: Smyth, B., Cunningham, P. (eds.) EWCBR 1998. LNCS (LNAI), vol. 1488, p. 25. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  8. Cair, O.: The KAMET Methodology: Contents, Usage and Knowledge Modeling. In: Gaines, B., Mussen, M. (eds.) Proceedings of the 11th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop (KAW 1998). Department of Computer Science, University of Calgary, Proc-1, pp. 1–20. SRGD Publications (1998)

    Google Scholar 

  9. Cussler, E.L., Moggridge, G.D.: Chemical Product Design. Cambridge University Press, Cambridge (2001) ISBN: 0521796334

    Google Scholar 

  10. Davenport, T., Prusack, L.: Working Knowledge - How Organizations Manage What They Know. HBS Press (1998)

    Google Scholar 

  11. Genesereth, M.R., Ketchpel, S.P.: Software agents. Communications of the ACM 37(7), 48–53 (1994)

    Article  Google Scholar 

  12. Hayes-Roth, F., Jacobstein, N.: The State of Knowledge Based Systems. Communications of the ACM 37(3), 27–39 (1994)

    Article  Google Scholar 

  13. Jennings, N.R.: An agent-based approach for building complex software systems. Communications of the ACM 44(4), 35–41 (2001)

    Article  Google Scholar 

  14. JavaTM 2 Platform (2002), available at http://java.sun.com/j2ee/

  15. Kolodner, J.: Case–Based Reasoning. Morgan Kaufmann, San Mateo (1993)

    Google Scholar 

  16. Manzoni, S., Mereghetti, P.: A Tree Structured Case Base for the System P–Truck Tuning, UK CBR Workshop at Expert Systems 2002, Cambridge, December 10, pp. 17–26. University of Paisley, Glasgow (2002)

    Google Scholar 

  17. Nonaka, I., Takeuchi, H.: The knowledge-creating company: how Japanese companies create the dynamics of innovation. Oxford University Press, New York (1995)

    Google Scholar 

  18. Robertson, J.: Benefits of a KM Framework. Intranet Journal(2002), available at http://www.intranetjournal.com/articles/200207/pse_07_31_02a.html

  19. Santosus, M., Surmacz, J.: The ABCs of Knowledge Management (2002), available at http://www.cio.com/research/knowledge/edit/kmabcs.html

  20. Wenger, E.: Community of Practice: Learning, meaning and identity. Cambridge University Press, Cambridge (1998)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bandini, S., Manzoni, S., Sartori, F. (2003). Knowledge Maintenance and Sharing in the KM Context: The Case of P–Truck. In: Cappelli, A., Turini, F. (eds) AI*IA 2003: Advances in Artificial Intelligence. AI*IA 2003. Lecture Notes in Computer Science(), vol 2829. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39853-0_41

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-39853-0_41

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20119-9

  • Online ISBN: 978-3-540-39853-0

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics