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Developing Industrial Case-Based Reasoning Applications : The Inreca Methodology - Ralph Bergmann

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Developing Industrial Case-Based Reasoning Applications

The Inreca Methodology

By: Ralph Bergmann, Klaus-Dieter Althoff, Sean Breen

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Paperback | 9 December 2003 | Edition Number 2

At a Glance

Paperback
264 Pages

Edition Type
Revised

Dimensions(cm)
24.13 x 15.88 x 1.91

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In just few years, case-based reasoning has evolved from a research topic studied at a small number of specialized academic labs into an industrial-strength technology applied in various fields. The INRECA methodology presented in detail in this monograph provides a data analysis framework for developing case-based reasoning solutions for successful applications in real-world industrial contexts.

The book is divided into parts on:

- smarter business with case-based decision support;
- developing case-based applications using the INRECA methodology; and
- using the methodology in various application domains.

The book provides a self-contained introduction to case-based reasoning applications that address both R&D professionals and general IT managers interested in this powerful new technology.

In this second edition, improvements and updates have been incorporated throughout the text. Particularly useful is the systematic coverage of experience factory applications at various steps; and, of course, the references have been extended substantially.

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About This Book	p. 1
Acknowledgments	p. 5
Smarter Business with Case-Based Decision Support	p. 7
Making Smarter Business Decisions in Less Time	p. 9
Case-Based Reasoning Approaches	p. 21
Selected Applications of the Structural Case-Based Reasoning Approach	p. 35
Developing Case-Based Application with the INRECA Methodology	p. 71
Practical Guidelines for Developing Case-Based Reasoning Applications	p. 73
Professional Case-Based Reasoning Application Development	p. 85
Documenting Case-Based Reasoning Development Experience	p. 99
Using the Methodology in Different Domains	p. 113
Developing Case-Based Help-Desk Support Systems for Complex Technical Equipment	p. 115
Developing Intelligent Catalog Search Applications	p. 139
Developing Maintenance Applications	p. 153
Developing Experience Factory Applications	p. 165
Compilation of INRECA Methodology Applications	p. 189
Glossary	p. 217
References	p. 223
Index	p. 233
Table of Contents provided by Blackwell. All Rights Reserved.

Developing Industrial Case-Based Reasoning Applications

The Inreca Methodology

At a Glance

Paperback

Shipping

How to return your order

Defective items

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