Knowledge Acquisition for Expert Systems

Name: Knowledge Acquisition for Expert Systems
Brand: Springer-Verlag New York Inc.
SKU: 9781461290193
Price: 276.36 RON
Availability: InStock

A Practical Handbook

Autor: A. Kidd

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Editura: Springer-Verlag New York Inc.

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Building an expert system involves eliciting, analyzing, and interpreting the knowledge that a human...

Informații despre carte

Autor

A. Kidd

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

208

EAN

9781461290193

ISBN

1461290198

Enbook ID

02179935

Editura

Springer-Verlag New York Inc.

Greutate

332

Dimensiuni

155 x 235 x 12

Descriere completă

Building an expert system involves eliciting, analyzing, and interpreting the knowledge that a human expert uses when solving problems. Expe rience has shown that this process of "knowledge acquisition" is both difficult and time consuming and is often a major bottleneck in the production of expert systems. Unfortunately, an adequate theoretical basis for knowledge acquisition has not yet been established. This re quires a classification of knowledge domains and problem-solving tasks and an improved understanding of the relationship between knowledge structures in human and machine. In the meantime, expert system builders need access to information about the techniques currently being employed and their effectiveness in different applications. The aim of this book, therefore, is to draw on the experience of AI scientists, cognitive psychologists, and knowledge engineers in discussing particular acquisition techniques and providing practical advice on their application. Each chapter provides a detailed description of a particular technique or methodology applied within a selected task domain. The relative strengths and weaknesses of the tech nique are summarized at the end of each chapter with some suggested guidelines for its use. We hope that this book will not only serve as a practical handbook for expert system builders, but also be of interest to AI and cognitive scientists who are seeking to develop a theory of knowledge acquisition for expert systems.

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Knowledge Acquisition for Expert Systems

A Practical Handbook

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