Abstract
Modelling and formalizing knowledge are fundamental issues of knowledge acquisition. We argue that this process must be documented. The media break in the knowledge acquisition process—occurring in the transition from the informal knowledge to a formalized knowledge base—is one reason for lacking documentation. The system UFA supports and documents knowledge modelling and formalization of case-based knowledge. The knowledge engineer formalizes a case starting with an informal case description and transforms it, step by step, into a formal one. The case descriptions are based on a domain independent case model that has five components: context, problem, solution trace, solution and evaluation of the solution. They are instantiated and refined as the formalization proceeds.
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Bartsch-Spoerl, Brigitte (1987) Ansätze zur Behandlung von fallorientiertem Erfahrungswissen in Expertensystemen. Künstliche Intelligenz 4, pp.: 32–36.
Becker, Barbara (1988). Towards a concept for case-based knowledge-acquisition; In Proceedings of the European Knowledge Acquisition Workshop (EKAW'88).
Branskat, Sonja (1990) Fallbasierte Wissensakquisition: Akquisition und Repräsentation von Fällen in der präformalen Phase der Wissensakquisition Diplomarbeit, FernUniversität-Hagen.
Branskat, Sonja (1991) Case-based knowledge acquisition in a pre-formal phase. In: Proceedings of the 6th knowledge-acquisition for knowledge-based systems workshop (Banff91), Boose, J, & Gaines, B. (eds). University of Calgary, Calgary.
Brockhaus-Enzyklopädie 19. Auflage (1989); Mannheim: Brockhaus.
Christaller, Thomas, DiPrimio Franco, and Voß, Angi (eds) (1990) Die KI-Werkbank BABYLON;. Addison Wesley, Bonn
Compton, P. and Jansen, R. (1990) A philosophical basis for knowledge acquisition; Knowledge Acquisition 2, 241–257.
Diederich, Joachim (1987): Wissensakquisition, Tech. Rept. 245, Arbeitspapier der GMD, GMD, März 1987.
Ericsson, A., and Simon, H. (1984) Protocol analysis: Using verbal reports as data. MIT Press, Cambridge.
Gaines, Brian, and Linster, Marc (1990) Integrating a Knowledge Acquisition Tool, an Expert System Shell and a Hypermedia System. International Journal of Expert Systems, 3, pp.: 105–129.
Karbach, Werner and Linster, Marc (1990) Wissensakquisition für Expertensysteme: Techniken, Modelle und Softwarewerkzeuge; Hanser Verlag.
Hammond, Kristian and Converse, Timothy (1989) Panel discussion on case representation; In Proceedings of a Workshop on Case-Based Reasoning, Morgan Kaufmann Publisher, Inc.
HyperCard (1988) HyperCard Script Language Guide The HyperTalk Language; Addison-Wesley (July 1988)
Kolodner Eds. (1988) Proceedings of a Workshop on Case-Based Reasoning
LaFrance, M.(1987) The Knowledge Acquisition Grid: A Method for Training Knowledge Engineers; Int. Journal of Man-Machine Studies 26, pp. 245–255
Neale, I.M. (1988) First generation Expert Systems: a review of Knowledge Acquisition Methodologies; The Knowledge engineer review 3, pp. 105–146.
Puppe, Frank (1990) Problemlösungsmethoden für Expertensysteme. Springer Verlag, Heidelberg.
Riesbeck Ch. (1989) Inside Case-Based Reasoning; Lawrence Erlbaum Associates, Hillsdale, New Jersey.
Schank, R.C. and Abelson, R.P.(1977) Scripts, plans, goals, and understanding; Hillsdale: Lawrence Erlbaum.
Schank, Roger C. (1985) Dynamic memory; Cambridge University Press.
Schmidt, Gabi, and Schmalhofer, Franz (1990) Case-oriented knowledge acquisition from texts. In Wielinga, B., Boose, J., Gaines, B., Schreiber, G. and von Someren, M. (eds.) Current trends in knowledge acquisition (EKAW'90). Amsterdam, IOS Press, pp. 302–312.
Shaw, Mildred L.G. and Gaines, Brian (1987) An Interactive Knowledge Elicitation Technique Using Personal Construct Technology; In Knowledge Acquisition for Expert Systems; Plenum Press; ed. Kidd, A.; New York.
Shaw, Mildred L.G. (1988) Problems of Validation in a Knowledge Acquisition System using Multiple Experts; In Proceedings of EKAW88, ed. Boose, John H., Gaines, Brian R., and Linster, Marc, GMD, St. Augustin, pp. 5/1–5/15.
Shaw, Mildred L. and Woodward, Brian (1990) Modelling expert knowledge; Knowledge Acquisition 2, pp. 179–206.
Winograd, Terry and Flores, Fernando (1986) Understanding Computers and Cognition; Ablex Publishing, New Jersey.
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Branskat, S., Linster, M. (1993). Cases as a basis for knowledge acquisition in the pre-formal phases of knowledge engineering. In: Jürgen Ohlbach, H. (eds) GWAI-92: Advances in Artificial Intelligence. Lecture Notes in Computer Science, vol 671. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0018996
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DOI: https://doi.org/10.1007/BFb0018996
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