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An analysis of the distinction between deep and shallow expert systems by Karp, Peter D. is a book available to read on EtoBox.

What is An analysis of the distinction between deep and shallow expert systems about?

Abstract: "The first generation of expert systems (e.g., MYCIN, DENDRAL, R1) is often characterized as only using shallow methods of representation and inference, such as the use of production rules to encode empirical knowledge. First-generation expert systems are often dismissed on the grounds that shallow methods have inherent and fatal shortcomings which prevent them from achieving problem-solving behaviors that expert systems should possess. Examples of such desirable behaviors include graceful performance degradation, the handling of novel problems, and the ability of the expert system to detect its problem-solving limits

Author

Karp, Peter D.

Publisher

University of Illinois at Urbana-Champaign, Department of Computer Science, 1989.

Published

1989

Language

EN