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

Developing Industrial Case-Based Reasoning Applications

The Inreca Methodology

Paperback Published: 9th December 2003
ISBN: 9783540207375
Number Of Pages: 238

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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.

About This Bookp. 1
Acknowledgmentsp. 5
Smarter Business with Case-Based Decision Supportp. 7
Making Smarter Business Decisions in Less Timep. 9
Case-Based Reasoning Approachesp. 21
Selected Applications of the Structural Case-Based Reasoning Approachp. 35
Developing Case-Based Application with the INRECA Methodologyp. 71
Practical Guidelines for Developing Case-Based Reasoning Applicationsp. 73
Professional Case-Based Reasoning Application Developmentp. 85
Documenting Case-Based Reasoning Development Experiencep. 99
Using the Methodology in Different Domainsp. 113
Developing Case-Based Help-Desk Support Systems for Complex Technical Equipmentp. 115
Developing Intelligent Catalog Search Applicationsp. 139
Developing Maintenance Applicationsp. 153
Developing Experience Factory Applicationsp. 165
Compilation of INRECA Methodology Applicationsp. 189
Glossaryp. 217
Referencesp. 223
Indexp. 233
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540207375
ISBN-10: 3540207376
Series: Lecture Notes in Computer Science / Lecture Notes in Artific
Audience: General
Format: Paperback
Language: English
Number Of Pages: 238
Published: 9th December 2003
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 1.4
Weight (kg): 0.37
Edition Number: 2
Edition Type: Revised