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

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 -