Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

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.

Author(s): Ralph Bergmann, Klaus-Dieter Althoff, Sean Breen, Mehmet Göker, Michel Manago, Ralph Traphöner, Stefan Wess (auth.)
Series: Lecture Notes in Computer Science 1612 : Lecture Notes in Artificial Intelligence
Edition: 2
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003

Language: English
Commentary: 47609
Pages: 238
Tags: Artificial Intelligence (incl. Robotics);Computer Appl. in Administrative Data Processing;Complexity;Operations Research/Decision Theory

Front Matter....Pages -
About this Author....Pages 1-5
Front Matter....Pages 7-7
1. Making Smarter Business Decisions in Less Time....Pages 9-20
Case-Based Reasoning Approaches....Pages 21-34
Selected Applications of the Structural Case-Based Reasoning Approach....Pages 35-70
Front Matter....Pages 71-71
Practical Guidelines for Developing Case-Based Reasoning Applications....Pages 73-83
5. Professional Case-Based Reasoning Application Development....Pages 85-98
6. Documenting Case-Based Reasoning Development Experience....Pages 99-112
Front Matter....Pages 113-113
7. Developing Case-Based Help-Desk Support Systems for Complex Technical Equipment....Pages 115-137
8. Developing Intelligent Catalog Search Applications....Pages 139-151
9. Developing Maintenance Applications....Pages 153-163
10. Developing Experience Factory Applications....Pages 165-188
A. Compilation of INRECA Methodology Applications....Pages 189-216
Back Matter....Pages -