Developing Industrial Case-Based Reasoning Applications
Subtitle: The INRECA Methodology (Lecture Notes in Computer Science)
Edition: 2nd ed. edition
Publisher: Springer
Published: February 12, 2004
Language: eng
Format: Paperback
Number of pages: 236
ISBN-13: 9783540207375
Subjects: Management decision making; Industrial applications; Decision support systems; Artificial Intelligence - General; Science/Mathematics; Expert systems (Computer scien; Computers; Computers - General Information; Data Processing - General; Case-based reasoning; Expert Systems; Computers / Artificial Intelligence; Expert systems (Computer science); General
First sentence: This first part of the book, which consists of the chapter 1 through 3, shows how captured experience stored as a set of cases enables smarter business in different areas such as help-desk support, technical diagnosis and maintenance, intelligent sales support, and software development.
Description: 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.