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1999 | nr 815 Pozyskiwanie wiedzy z baz danych | 49--60
Tytuł artykułu

Towards Knowledge Validation Theory

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
We have presented some fundamental notes to validation theory, which comes into being. Existing practical approaches and tools to be applied in the domain, have been taken into account as the crucial its components. On this base, some principles of the theory have been formulated. Generally speaking, the principles express useful guidelines for "knowledge validation workers" by stressing interrelationships among KV components. We also realised several promising lines of future work. The list of the principles has to be extended (and internally verified) by delivering formal proofs each of them. Based on this, we plan to elaborate consistent methodology, specialised on some chosen types of knowledge bases, and then to be evolved into any forms of knowledge. (fragment of text)
Twórcy
  • Akademia Ekonomiczna we Wrocławiu
  • Akademia Ekonomiczna we Wrocławiu
Bibliografia
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  • Jakubczyc J.A., Owoc M.L.: Knowledge Management and Artificial Intelligence. "Argumenta Oeconomica", No. 1 (6), Wroclaw University of Economics, 1998.
  • Laurent J.P.: Proposals for a Valid Terminology in KBS Validation. ECAI 92. 10th European Conference on Artificial Intelligence. John Wiley & Sons, Ltd., 1992.
  • Liu N.K., Dillon T.: An Approach Towards the Verification of Expert Systems using Numerical petri Nets. "International Journal of Intelligent Systems", Vol. 6, 1991.
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  • Mercier-Laurent E: WEB and Knowledge Management Process. AE, Wroclaw. "Prace Naukowe AE we Wrocławiu" [Research Papers of the AE], 1998.
  • Nazareth D.L.: Investigating the Applicability of Petri Nets for Rule-Based System Verification. IEEE Transactions on Knowledge and Data Engineering, 1993.
  • Nazareth D.L., Kennedy M.H.: Verification of Rule-Based Knowledge using Directed Graphs. Knowledge Acquisition, 1991.
  • Nguyen T.A., Perkins W.A., Laffey T.J., Pecora D.: Knowledge Base Verification. "AI Magazine", Vol. 8, No. 2, 1987.
  • Ochmańska M.: Komplementarność metod wartościowania wiedzy [Complementarity of Knowledge Base Validation Methods]. AE, Wrocław. "Prace Naukowe AE we Wrocławiu" [Research Papers of the AE] No. 787, 1998 (in Polish).
  • O'Leary D.E.: Verifying and Validating Expert Systems: A Survey. [w:] Watkins P.R., Eliot L.B. [ed.]: Expert Systems in Business and Finance. John Wiley & Sons Ltd. New York 1993.
  • Owoc M.L.: From Local to Global Validation of a Knowledge Base. AE, Wrocław, "Prace Naukowe AE we Wrocławiu", [Research Papers of the AE] No. 772, 1998.
  • Owoc M.L.: Measuring Aspects of Knowledge Validation. AE, Wroclaw. "Prace Naukowe AE we Wrocławiu", [Research Papers of the AE] No. 787, 1998.
  • Owoc M.L., Ochmańska M.: Limits of Knowledge Base Validation. EXPERSYS-96. Artificial Intelligence Applications. IITT - International Paris, 1996.
  • Owoc M.L., Galant V.: Validation of Rule-Based Systems Generated by Classification Algorithms. [w:] Proceedings of the Information Systems Development Conference. Bled'98 - Slovenia (to appear).
  • Suh Y., Murray T.J.: A Tree-Based Approach for Verifying Completeness and Consistency in Rule-Based Systems. Expert Systems With Applications, Vol. 7, No. 2, 1994.
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  • Zlatarewa N., Preece A.: State of the Art in Automated Validation of Knowledge-Based Systems. "Expert Systems with Applications" Vol. 7, No.2, 1994.
Typ dokumentu
Bibliografia
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Identyfikator YADDA
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