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Interactive knowledge externalization and combination for SECI model

Published:28 October 2007Publication History

ABSTRACT

One of the subjects in knowledge management is knowledge externalization and combination in which people express their tacit knowledge and formulate it. Communication among people is important for this process. This paper proposes a model that helps two users to have a discussion for knowledge externalization and combination. In this model, the computer verifies the consistency between the knowledge generated by inductive learning from cases and the two user's knowledge sets expressed by themselves. From the result of this verification, it provides the point at issue for the discussion to improve the knowledge. We conducted a user experiment in the domain of gure-fishing where real experts had participated in. We confirmed the effectiveness in activating people's communication and also in improving the quality of their knowledge.

References

  1. Drucker, P.F., et al.: Harvard Business Review on Knowledge Management, Harvard Business School Press, 1998. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Nonaka, I.: A Dynamic Theory of Organizational Knowledge Creation, Organization Science, Vol.5, No.1, pp. 14--37, 1994.Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Davenport, T. and Prusak, L.: Working Knowledge, Harvard Business School Press, 1998.Google ScholarGoogle Scholar
  4. Wenger, E., McDermott, R. and Snyder, W.M.: Cultivating Communities of Practice, Harvard Business School Press, 2002. Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Jackson, P.: Introduction to Expert Systems, Addison--Wesley Publishing Company, 1986. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Grudin, J.: CSCW, Comm. of the ACM, Vol.34, No.12, pp. 30--34, 1991. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Quinlan, J.: C4.5 Programs for Machine Learning, Morgan Kaufmann Publishers, 1993. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Kawakita, J.: The KJ Method -- a Scientific Approach to Problem Solving. Technical report, Kawakita Research Institute, 1975.Google ScholarGoogle Scholar
  9. Eshelman, L. and McDermotto, J.: MOLE: A Knowledge Acquisition Tool That Uses Its Head, Proc. of AAAI'86, pp. 950--955, 1986.Google ScholarGoogle Scholar
  10. Kahn, G.: Strategies for Knowledge Acquisition, IEEE Trans. on PAMI, No.5, pp. 511--522, 1985.Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Boose, J.: A Knowledge Acquisition Program for Expert Systems based on Personal Construct Psychology, Journal of Man--Machine Studies, Vol.23, pp. 495--525, 1986.Google ScholarGoogle ScholarCross RefCross Ref
  12. Dabija, V.D., Tsujino, K. and Nishida, S.: Learning to Learn Decision Trees, Proc. of AAAI'92, pp.88--95, 1992.Google ScholarGoogle Scholar
  13. Lebowitz, M.: Integrated Learning: Controlling Explanation, Cognitive Science, Vol10, pp. 219--240, 1986.Google ScholarGoogle Scholar
  14. Towell, G.G., Shavlik, J.W. and Noordewier, M.: Refinement of Approximate Domain Theories by Knowledge-based Neural Networks, Proc. of AAAI'90, pp. 861--866, 1990.Google ScholarGoogle Scholar
  15. Pazzani, M.J. and Kibler, D.: The Utility of Knowledge in Inductive Learning, Machine Learning, Vol.9, pp.57--94, 1992. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Boose, J.H. and Bradshaw, J.: Expertise Transfer and Complex Prblems, Intl. Journal of Man-- Machine Studies, Vol26, No1, pp. 3--28, 1987. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. Ueda, H.: Knowledge Acquisition Support Groupware GRAPE, IPSJ SIG Technical Reports of HI, Vol.1991 No.18, pp.171--178, 1991.Google ScholarGoogle Scholar
  18. Winograd, T. and Flores, F.: Understanding Computers and Cognition, Addison--Wesley Publishing Company, Inc, 1986.Conklin, J. and Begeman, M.L.: gIBIS: A Hypertext Tool for Exploratory Policy Discussion, Proc. of CSCW'88, pp.140--152, 1988. Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. Shepherd, A., Mayer, N. and Kuchinsky, A.: Strudel -- An Extensible Electronic Conversation Toolkit, Proc. of CSCW'90, pp. 93--104, 1990. Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. Medina-Mora, R., et al.: The Action Workflow Approach to Workflow Management Technology, Proc. of CSCW'92, pp. 281--288, 1992. Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. Nunamaker, J.M., et al.:Electronic Meeting Systems to Support Group Work, Comm. of the ACM, Vol.34, No.7, pp.40--61, 1991. Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. Farnham, S., et al.: Structured Online Interactions: Improving the Decision--Making of Small Discussion Groups, in Proc. of CSCW'00, pp. 299--308, 2000. Google ScholarGoogle ScholarDigital LibraryDigital Library
  23. Gregg, F. and Stefik, M.: Cognoter, Theory and Practice of a Colaborative Tool, Proc. of CSCW'86, pp.7--15, 1986. Google ScholarGoogle ScholarDigital LibraryDigital Library
  24. Kohda, Y., et al.: Group Idea Processing System: GrIPS Journal of JSAI Vol. 8, No. 5, pp. 65--74, 1993.Google ScholarGoogle Scholar
  25. Moran, T.P., van Melle, W. and Chiu, P.: Tailorable Domain Objects as Meeting Tools for an Electronic Whiteboard, Proc. of CSCW'98, pp.295--304, 1998. Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Cox, D. and Greenberg, S.: Supporting Collaborative Interpretation in Distributed Groupware, Proc. of CSCW'00, pp.289--298, 2000. Google ScholarGoogle ScholarDigital LibraryDigital Library

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      cover image ACM Conferences
      K-CAP '07: Proceedings of the 4th international conference on Knowledge capture
      October 2007
      216 pages
      ISBN:9781595936431
      DOI:10.1145/1298406

      Copyright © 2007 ACM

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      Publication History

      • Published: 28 October 2007

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