Systematic Introduction to Expert Systems
Subtitle: Knowledge Representations and Problem-Solving Methods
By: by Frank Puppe
Publisher: Springer Berlin Heidelberg
Published: 1993
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 352
ISBN-13: 9783642779732; 9783642779718
Subjects: Computer science; Artificial intelligence; Management information systems
Description: At present one of the main obstacles to a broader application of expert systems is the lack of a theory to tell us which problem-solving 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 problem-solving method, and if possible a corresponding tool, for the given problem class. - Simplifying knowledge acquisition and maintenance: The problem-solving methods provide direct assistance as interpretation models in knowledge acquisition. Also, they make possible the development of problem-specific 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 problem-solving methods for the main problem classes of expert systems: classification (diagnostics), construction, and simulation.
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