Case-Based Reasoning Technology - From Foundations to Applications

This state-of-the-art survey presents a coherent summary of research and development in case-based reasoning (CBR) undertaken in Germany in recent years.
The book opens with a general introduction to CBR presenting the basic ideas and concepts, setting the terminology, and looking at CBR from some new points of view. The main part of the book, consisting of nine chapters, is devoted to detailed presentations of CBR applications successfully performed in various areas. Among these application areas are decision and sales support, text processing, adaptation, planning, design, software engineering, tutoring systems, and medicine. The remaining chapters present areas related to CBR as well as a glossary, a subject index and bibliography.

List of contents

Extending some Concepts of CBR - Foundations of Case Retrieval Nets.- Diagnosis and Decision Support.- Intelligent Sales Support with CBR.- Textual CBR.- Using Configuration Techniques for Adaptation.- CBR Applied to Planning.- CBR for Design.- CBR for Experimental Software Engineering.- CBR for Tutoring and Help Systems.- CBR in Medicine.- Methodology for Building CBR Applications.- Related Areas.

About the author

Mario Lenz, 1978 in Berlin geboren, besticht durch seine phantasievolle, volksnahe Erzählweise. §Mario Lenz arbeitet zurzeit an einem weiteren Roman, der allerdings unter einem Pseudonym veröffentlicht werden wird.

Product details

• Assisted by: Brigitt Bartsch-Spörl (Editor), Brigitte Bartsch-Spörl (Editor), Hans-Dieter Burkhard (Editor), Hans-Diete Burkhard et al (Editor), Mario Lenz (Editor), Stefan Wess (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.1998
• EAN: 9783540645726
• ISBN: 978-3-540-64572-6
• No. of pages: 405
• Dimensions: 155 mm x 17 mm x 235 mm
• Illustrations: XIV, 405 p.
• Series: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT