Systematic Introduction to Expert Systems: Knowledge Representations and Problem-Solving Methods

di Frank Puppe (Autore)

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2011

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.

• Autore: Frank Puppe
• Editore: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Anno: 2011
• Rilegatura: Paperback / softback
• Pagine: 352 p.
• Dimensioni: 235 x 155 mm
• EAN: 9783642779732

Testo in English