Developing Industrial Case-Based Reasoning Applications
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;\ -...
Search in google:
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 Book1Acknowledgments5Pt. ISmarter Business with Case-Based Decision Support71Making Smarter Business Decisions in Less Time92Case-Based Reasoning Approaches213Selected Applications of the Structural Case-Based Reasoning Approach35Pt. IIDeveloping Case-Based Application with the INRECA Methodology714Practical Guidelines for Developing Case-Based Reasoning Applications735Professional Case-Based Reasoning Application Development856Documenting Case-Based Reasoning Development Experience99Pt. IIIUsing the Methodology in Different Domains1137Developing Case-Based Help-Desk Support Systems for Complex Technical Equipment1158Developing Intelligent Catalog Search Applications1399Developing Maintenance Applications15310Developing Experience Factory Applications165ACompilation of INRECA Methodology Applications189Glossary217References223Index233
