Case-based reasoning research and development : 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria, Italy, July 19-22, 2010 : proceedings

This book constitutes the proceedings of the 18th International Conference on Case-Based Reasoning, held in Alessandria, Italy, in July 2010. Front Matter....Pages - Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support....Pages 1-11 Why and How Knowledge Discovery Can Be Useful for Solving Problems with CBR....Pages 12-19 Real-Time Case-Based Reasoning for Interactive Digital Entertainment....Pages 20-20 Applying Machine Translation Evaluation Techniques to Textual CBR....Pages 21-35 Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions....Pages 36-50 An Algorithm for Adapting Cases Represented in an Expressive Description Logic....Pages 51-65 Case-Based Plan Diversity....Pages 66-80 Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization....Pages 81-95 Text Adaptation Using Formal Concept Analysis....Pages 96-110 Visualization for the Masses: Learning from the Experts....Pages 111-125 Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse....Pages 126-140 The Utility Problem for Lazy Learners - Towards a Non-eager Approach....Pages 141-155 EGAL: Exploration Guided Active Learning for TCBR....Pages 156-170 Introspective Knowledge Revision in Textual Case-Based Reasoning....Pages 171-185 A General Introspective Reasoning Approach to Web Search for Case Adaptation....Pages 186-200 Detecting Change via Competence Model....Pages 201-212 CBTV: Visualising Case Bases for Similarity Measure Design and Selection....Pages 213-227 Goal-Driven Autonomy with Case-Based Reasoning....Pages 228-241 Case Retrieval with Combined Adaptability and Similarity Criteria: Application to Case Retrieval Nets....Pages 242-256 Amalgams: A Formal Approach for Combining Multiple Case Solutions....Pages 257-271 Recognition of Higher-Order Relations among Features in Textual Cases Using Random Indexing....Pages 272-286 Extending CBR with Multiple Knowledge Sources from Web....Pages 287-301 Taxonomic Semantic Indexing for Textual Case-Based Reasoning....Pages 302-316 A Case for Folk Arguments in Case-Based Reasoning....Pages 317-331 Reexamination of CBR Hypothesis....Pages 332-345 Case Based Reasoning with Bayesian Model Averaging: An Improved Method for Survival Analysis on Microarray Data....Pages 346-359 User Trace-Based Recommendation System for a Digital Archive....Pages 360-374 On-the-Fly Adaptive Planning for Game-Based Learning....Pages 375-389 A Case Based Reasoning Approach for the Monitoring of Business Workflows....Pages 390-405 A Case-Based Reasoning Approach to Automating the Construction of Multiple Choice Questions....Pages 406-420 Towards Case-Based Adaptation of Workflows....Pages 421-435 A Method Based on Query Caching and Predicate Substitution for the Treatment of Failing Database Queries....Pages 436-450 Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR....Pages 451-464 Similarity-Based Retrieval and Solution Re-use Policies in the Game of Texas Hold’em....Pages 465-479 Experience-Based Critiquing: Reusing Critiquing Experiences to Improve Conversational Recommendation....Pages 480-494 Improving Pervasive Application Behavior Using Other Users’ Information....Pages 495-509 a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval....Pages 510-524 Runtime Estimation Using the Case-Based Reasoning Approach for Scheduling in a Grid Environment....Pages 525-539 Back Matter....Pages -