Case-Based Reasoning Research and Development

1. Front Matter

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2. Invited Papers

   1. Reasoning as Search: Supporting Reasoning with Distributed Memory

      • Kristian J. Hammond

      Pages 1-5

   2. Structure Mapping for Jeopardy! Clues

      • J. William Murdock

      Pages 6-10

   3. Ontologies and Similarity

      • Steffen Staab

      Pages 11-16

3. Technical Papers

   1. Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures

      • Ralph Bergmann, Yolanda Gil

      Pages 17-31

   2. Qualitative vs. Quantitative Plan Diversity in Case-Based Planning

      • Alexandra Coman, Héctor Muñoz-Avila

      Pages 32-46

   3. On Dataset Complexity for Case Base Maintenance

      • Lisa Cummins, Derek Bridge

      Pages 47-61

   4. Improving Case Retrieval by Enrichment of the Domain Ontology

      • Valmi Dufour-Lussier, Jean Lieber, Emmanuel Nauer, Yannick Toussaint

      Pages 62-76

   5. Preference-Based CBR: First Steps toward a Methodological Framework

      • Eyke Hüllermeier, Patrice Schlegel

      Pages 77-91

   6. How Many Cases Do You Need? Assessing and Predicting Case-Base Coverage

      • David Leake, Mark Wilson

      Pages 92-106

   7. A Case-Based Approach to Open-Ended Collective Agreement with Rational Ignorance

      • Sergio Manzano, Santiago Ontañón, Enric Plaza

      Pages 107-121

   8. Amalgam-Based Reuse for Multiagent Case-Based Reasoning

      • Sergio Manzano, Santiago Ontañón, Enric Plaza

      Pages 122-136

   9. The 4 Diabetes Support System: A Case Study in CBR Research and Development

      • Cindy Marling, Matthew Wiley, Tessa Cooper, Razvan Bunescu, Jay Shubrook, Frank Schwartz

      Pages 137-150

   10. Learning More from Experience in Case-Based Reasoning

       • David McSherry, Christopher Stretch

       Pages 151-165

   11. Acquiring Adaptation Cases for Scientific Workflows

       • Mirjam Minor, Sebastian Görg

       Pages 166-180

   12. Combining Expert Knowledge and Learning from Demonstration in Real-Time Strategy Games

       • Ricardo Palma, Antonio A. Sánchez-Ruiz, Marco Antonio Gómez-Martín, Pedro Pablo Gómez-Martín, Pedro Antonio González-Calero

       Pages 181-195

   13. Selective Integration of Background Knowledge in TCBR Systems

       • Anil Patelia, Sutanu Chakraborti, Nirmalie Wiratunga

       Pages 196-210

   14. User Satisfaction in Long Term Group Recommendations

       • Lara Quijano-Sánchez, Juan A. Recio-García, Belén Díaz-Agudo

       Pages 211-225

   15. Using Personality to Create Alliances in Group Recommender Systems

       • Lara Quijano-Sánchez, Juan A. Recio Garcia, Belén Díaz-Agudo

       Pages 226-240

   16. Analogy-Making for Solving IQ Tests: A Logical View

       • Henri Prade, Gilles Richard

       Pages 241-257

This book constitutes the refereed proceedings of the 19th International Conference on Case-Based Reasoning, held in London, UK, in September 2011.
The 32 contributions presented together with 3 invited talks were carefully reviewd and selected from 67 submissions. The presentations and posters covered a wide range of CBR topics of interest both to practitioners and researchers, including CBR methodology covering case representation, similarity, retrieval, and adaptation; provenance and maintenance; recommender systems; multi-agent collaborative systems; data mining; time series analysis; Web applications; knowledge management; legal reasoning; healthcare systems and planning systems.

• application domain ontologies
• case-based categorization
• case-based classification
• description logic
• graph-based retrieval
• multiagent reasoning
• semantic workflow

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