Advances in Case-Based Reasoning: 8th European Conference, ECCBR 2006 Fethiye, Turkey, September 4-7, 2006 Proceedings

Description

This book constitutes the refereed proceedings of the 8th European Conference on Case-Based Reasoning, ECCBR 2004, held in Fethiye, Turkey in September 2006. The 31 revised full papers and 5 revised application papers presented together with 2 invited papers and 2 abstracts of invited talks were carefully reviewed and selected from numerous submissions. All current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields are addressed, thus presenting a representative snapshot of current CBR research. Front Matter....Pages - The Fun Begins with Retrieval: Explanation and CBR....Pages 1-8 Completeness Criteria for Retrieval in Recommender Systems....Pages 9-29 Is Consideration of Background Knowledge in Data Driven Solutions Possible at All?....Pages 30-30 Reality Meets Research....Pages 31-31 Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners....Pages 32-46 Retrieving and Reusing Game Plays for Robot Soccer....Pages 47-61 Self-organising Hierarchical Retrieval in a Case-Agent System....Pages 62-75 COBRAS: Cooperative CBR System for Bibliographical Reference Recommendation....Pages 76-90 A Knowledge-Light Approach to Regression Using Case-Based Reasoning....Pages 91-105 Case-Base Maintenance for CCBR-Based Process Evolution....Pages 106-120 Evaluating CBR Systems Using Different Data Sources: A Case Study....Pages 121-135 Decision Diagrams: Fast and Flexible Support for Case Retrieval and Recommendation....Pages 136-150 Case-Based Reasoning for Knowledge-Intensive Template Selection During Text Generation....Pages 151-165 Rough Set Feature Selection Algorithms for Textual Case-Based Classification....Pages 166-181 Experience Management with Case-Based Assistant Systems....Pages 182-195 The Needs of the Many: A Case-Based Group Recommender System....Pages 196-210 Contextualised Ambient Intelligence Through Case-Based Reasoning....Pages 211-225 Improving Annotation in the Semantic Web and Case Authoring in Textual CBR....Pages 226-240 Unsupervised Case Memory Organization: Analysing Computational Time and Soft Computing Capabilities....Pages 241-255 Further Experiments in Case-Based Collaborative Web Search....Pages 256-270 Finding Similar Deductive Consequences – A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge....Pages 271-285 Case-Based Sequential Ordering of Songs for Playlist Recommendation....Pages 286-300 A Comparative Study of Catalogue-Based Classification....Pages 301-308 Ontology-Driven Development of Conversational CBR Systems....Pages 309-324 Complexity Profiling for Informed Case-Base Editing....Pages 325-339 Unsupervised Feature Selection for Text Data....Pages 340-354 Combining Case-Based and Similarity-Based Product Recommendation....Pages 355-369 On the Use of Selective Ensembles for Relevance Classification in Case-Based Web Search....Pages 370-384 What Evaluation Criteria Are Right for CCBR? Considering Rank Quality....Pages 385-399 Fast Case Retrieval Nets for Textual Data....Pages 400-414 Combining Multiple Similarity Metrics Using a Multicriteria Approach....Pages 415-428 Case Factory – Maintaining Experience to Learn....Pages 429-442 Retrieval over Conceptual Structures....Pages 443-457 An Analysis on Transformational Analogy: General Framework and Complexity....Pages 458-473 Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications....Pages 474-488 Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems....Pages 489-503 Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System....Pages 504-518 Case-Based Support for Collaborative Business....Pages 519-533 A CBR-Based Approach for Supporting Consulting Agencies in Successfully Accompanying a Customer’s Introduction of Knowledge Management....Pages 534-548 The PwC Connection Machine: An Adaptive Expertise Provider....Pages 549-563 Back Matter....Pages -