عنوان

Systematic Introduction to Expert Systems :

شابک

3642779719

شابک

9783642779718

شماره

b573749

عنوان اصلي

Systematic Introduction to Expert Systems :

نام عام مواد

[Book]

ساير اطلاعات عنواني

Knowledge Representations and Problem-Solving Methods

نام نخستين پديدآور

by Frank Puppe.

محل نشرو پخش و غیره

Berlin, Heidelberg

نام ناشر، پخش کننده و غيره

Springer Berlin Heidelberg

تاریخ نشرو بخش و غیره

1993

نام خاص و کميت اثر

(xii, 352 pages 129 illustrations)

متن يادداشت

I Introduction --; 1 Characterization and History of Expert Systems --; 2 Programming Languages and Expert System Tools --; 3 Use and Usability of Expert Systems --; II Basic Techniques of Knowledge Representation --; 4 Logic --; 5 Rules --; 6 Objects/Frames --; 7 Constraints --; 8 Probabilistic Reasoning --; 9 Non-Monotonic Reasoning --; 10 Temporal Reasoning --; III Problem Classes and Problem-Solving Methods --; 11 Previous Approaches to Problem Classification --; 12 Principles of Problem-Solving Methods --; Classification --; 13 Survey of the Problem-Solving Type Classification --; 14 Simple Classification --; 15 Heuristic Classification --; 16 Heuristic Classification: Additional Mechanisms --; 17 Set-Covering Classification --; 18 Functional Classification --; 19 Statistical Classification --; 20 Case-Comparing Classification --; V Construction --; 21 Review of the Problem-Solving Type Construction --; 22 Skeletal Construction --; 23 Propose and Revise --; 24 Propose and Exchange --; 25 Least-Commitment Strategy --; 26 Model-Based Planning --; 27 Case-Comparing Construction --; 28 Partial Integration of Construction Methods --; VI Simulation --; 29 Review of the Problem-Solving Type Simulation --; 30 Single-Phase Simulation --; 31 Numerical Multiple-Phase Simulation --; 32 Qualitative Multiple-Phase Simulation --; VII Integration of Problem-Solving Methods --; 33 Basic Ideas for the Integration of Problem-Solving Methods --; 34 Integration of Classification Methods --; 35 Aspects of the Overall Integration --; Appendix: Survey of Knowledge Representation Formalisms --; References --; System Index.

متن يادداشت

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.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Management information systems.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

by Frank Puppe.

مستند نام اشخاص تاييد نشده

Frank Puppe

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y