Reasoning with Complex Cases 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.
Reasoning with Complex Cases 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.
Preface. Part I: Reasoning with Cases. 1. Introduction. 2. Reasoning with Complex Cases. 3. The FABEL Domain for Illustration. Part 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. Part 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. Part IV: An Integrated System. 17. Designing Integrated CBR Systems. 18. Software Architecture. 19. Scenario of Application. References. Index.
Reasoning with Complex Cases 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.
Reasoning with Complex Cases 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.
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.
Inhaltsverzeichnis
Preface. Part I: Reasoning with Cases. 1. Introduction. 2. Reasoning with Complex Cases. 3. The FABEL Domain for Illustration. Part 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. Part 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. Part IV: An Integrated System. 17. Designing Integrated CBR Systems. 18. Software Architecture. 19. Scenario of Application. References. Index.
Klappentext
Reasoning with Complex Cases 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.
Reasoning with Complex Cases 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.
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