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Systematic Introduction to Expert Systems: Knowledge Representations and ProblemSolving Methods,Used
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At present one of the main obstacles to a broader application of expert systems is the lack of a theory to tell us which problemsolving methods areavailable for a given problem class. Such a theory could lead to significant progress in the following central aims of the expert system technique: Evaluating the technical feasibility of expert system projects: This depends on whether there is a suitable problemsolving method, and if possible a corresponding tool, for the given problem class. Simplifying knowledge acquisition and maintenance: The problemsolving methods provide direct assistance as interpretation models in knowledge acquisition. Also, they make possible the development of problemspecific expert system tools with graphical knowledge acquisition components, which can be used even by experts without programming experience. Making use of expert systems as a knowledge medium: The structured knowledge in expert systems can be used not only for problem solving but also for knowledge communication and tutorial purposes. With such a theory in mind, this book provides a systematic introduction to expert systems. It describes the basic knowledge representations and the present situation with regard tothe identification, realization, and integration of problemsolving methods for the main problem classes of expert systems: classification (diagnostics), construction, and simulation.
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