基本説明
Subseries: Lecture Notes in Artificial Intelligence.
Description
(Text)
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 thece factory applications at various steps; and, of course, the references have been extended substantially.
(Table of content)
About this Author.- About this Author.- Smarter Business with Case-Based Decision Support.- 1. Making Smarter Business Decisions in Less Time.- Case-Based Reasoning Approaches.- Selected Applications of the Structural Case-Based Reasoning Approach.- Developing Case-Based Application with the INRECA Methodology.- Practical Guidelines for Developing Case-Based Reasoning Applications.- 5. Professional Case-Based Reasoning Application Development.- 6. Documenting Case-Based Reasoning Development Experience.- Using the Methodology in Different Domains.- 7. Developing Case-Based Help-Desk Support Systems for Complex Technical Equipment.- 8. Developing Intelligent Catalog Search Applications.- 9. Developing Maintenance Applications.- 10. Developing Experience Factory Applications.- A. Compilation of INRECA Methodology Applications.
