Reasoning with Complex Cases

1. Auflage 2012
ISBN: 978-1-4613-7859-4
Verlag: Springer

Buch, Englisch, 250 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 411 g

Reihe: The Springer International Series in Engineering and Computer Science

emphasizes case retrieval methods based on structured cases as they are relevant for planning, configuration, and design, and provides a systematic view of the case reuse phase, centering on complex situations. So far, books on case-based reasoning considered comparatively simple situations only. This book is a coherent work, not a selection of separate contributions, and consists largely of original research results using examples taken from industrial design, biology, medicine, jurisprudence and other areas.
is suitable as a secondary text for graduate-level courses on case-based reasoning and as a reference for practitioners applying conventional CBR systems or techniques.

Zielgruppe

Research

Autoren/Hrsg.

Gebhardt, Friedrich

Voß, Angi

Gräther, Wolfgang

Schmidt-Belz, Barbara

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Warehouse
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Information Retrieval

Inhaltsverzeichnis

I Reasoning with Cases.- 1 Introduction.- 2 Reasoning with Complex Cases.- 3 The FABEL Domain for Illustration.- II CASE RETRIEVAL.- 4 Case Similarities.- 5 Similarities Between Attributes.- 6 Restricted Geometric Relationships.- 7 Graphs.- 8 Semantic Nets.- 9 Model-Based Similarities.- 10 Enhancing The Quality of Retrieval Methods.- 11 Conclusions and Perspectives.- III Case Reuse.- 12 Reusing Cases.- 13 Reuse of A Single Case: Adaptation.- 14 Reuse of Multiple Cases: Strategies.- 15 Source Cases — The Third Factor.- 16 Conclusions and Perspectives.- IV An Integrated System.- 17 Designing Integrated CBR Systems.- 18 Software Architecture.- 19 Scenario of Application.- References.