Case-based reasoning research and development : 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011 ; proceedings

Annotation 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 Front Matter....Pages - Reasoning as Search: Supporting Reasoning with Distributed Memory....Pages 1-5 Structure Mapping for Jeopardy! Clues....Pages 6-10 Ontologies and Similarity....Pages 11-16 Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures....Pages 17-31 Qualitative vs. Quantitative Plan Diversity in Case-Based Planning....Pages 32-46 On Dataset Complexity for Case Base Maintenance....Pages 47-61 Improving Case Retrieval by Enrichment of the Domain Ontology....Pages 62-76 Preference-Based CBR: First Steps toward a Methodological Framework....Pages 77-91 How Many Cases Do You Need? Assessing and Predicting Case-Base Coverage....Pages 92-106 A Case-Based Approach to Open-Ended Collective Agreement with Rational Ignorance....Pages 107-121 Amalgam-Based Reuse for Multiagent Case-Based Reasoning....Pages 122-136 The 4 Diabetes Support System: A Case Study in CBR Research and Development....Pages 137-150 Learning More from Experience in Case-Based Reasoning....Pages 151-165 Acquiring Adaptation Cases for Scientific Workflows....Pages 166-180 Combining Expert Knowledge and Learning from Demonstration in Real-Time Strategy Games....Pages 181-195 Selective Integration of Background Knowledge in TCBR Systems....Pages 196-210 User Satisfaction in Long Term Group Recommendations....Pages 211-225 Using Personality to Create Alliances in Group Recommender Systems....Pages 226-240 Analogy-Making for Solving IQ Tests: A Logical View....Pages 241-257 Using Case-Based Tests to Detect Gray Cygnets....Pages 258-273 Recommending Case Bases: Applications in Social Web Search....Pages 274-288 Measuring Similarity in Description Logics Using Refinement Operators....Pages 289-303 Term Similarity and Weighting Framework for Text Representation....Pages 304-318 Fast Subgraph Isomorphism Detection for Graph-Based Retrieval....Pages 319-333 Representation, Indexing, and Retrieval of Biological Cases for Biologically Inspired Design....Pages 334-347 Ontology-Aided Product Classification: A Nearest Neighbour Approach....Pages 348-362 A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports....Pages 363-377 CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation....Pages 378-392 Comparison of Reuse Strategies for Case-Based Classification in Bioinformatics....Pages 393-407 Integration of Sequence Learning and CBR for Complex Equipment Failure Prediction....Pages 408-422 Time Series Case Based Reasoning for Image Categorisation....Pages 423-436 CBRSHM – A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring....Pages 437-451 A Case Base Planning Approach for Dialogue Generation in Digital Movie Design....Pages 452-466 Successful Performance via Decision Generalisation in No Limit Texas Hold’em....Pages 467-481 Rule-Based Impact Propagation for Trace Replay....Pages 482-495 Back Matter....Pages - The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.