Case-based reasoning technology : from foundations to applications / Mario Lenz [and others] (eds.).
Contributor(s): Lenz, MarioMaterial type: TextSeries: SerienbezeichnungLecture notes in computer science: 1400.; Lecture notes in computer science: Publisher: Berlin ; New York : Springer, ©1998Description: 1 online resource (xviii, 405 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540693512; 3540693513Subject(s): Case-based reasoning | Case-based reasoning -- Industrial applications | Raisonnement par cas -- Applications industrielles | Raisonnement par cas | Case-based reasoning | Case-based reasoning -- Industrial applications | Kunstmatige intelligentie | Redeneren | Expertsystemen | Fallbasiertes Schließen | Raisonnement par cas -- Applications industrielles | Raisonnement par casGenre/Form: Electronic books. | Einführung. Additional physical formats: Print version:: Case-based reasoning technology.DDC classification: 006.3/3 LOC classification: Q338.8 | .C4 1998Other classification: 54.72 | SS 4800 | ST 300 | 28 | DAT 716f Online resources: Click here to access online
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Includes bibliographical references (pages 361-400) and index.
Introduction / Michael M. Richter -- Extending some concepts of CBR : foundations of case retrieval nets / Hans-Dieter Burkhard -- Diagnosis and decision support / Mario Lenz, Eric Auriol, Michel Manago -- Intelligent sales support with CBR / Wolfgang Wilke, Mario Lenz, Stefan Wess -- Textual CBR / Mario Lenz, André Hübner, Mirjam Kunze -- Using configuration techniques for adaptation / Wolfgang Wilke, Barry Smyth, Pádraig Cunningham -- CBR applied to planning / Ralph Bergmann [and others] -- CBR for design / Katy Börner -- CBR for experimental software engineering / Klaus-Dieter Althoff [and others] -- CBR for tutoring and help systems / Gerhard Weber, Thomas J. Schult -- CBR in medicine / Lothar Gierl, Mathias Bull, Rainer Schmidt -- Methodology for building CBR applications / Ralph Bergmann and Klaus-Dieter Althoff -- Related areas / Gerd Kamp, Steffen Lange, Christoph Globig.
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.
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