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

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Thomas Roth-Berghofer, Mehmet H. Göker, H. Altay Güvenir
Springer Science & Business Media, Aug 30, 2006 - Computers - 566 pages
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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 book presents 31 revised full papers and 5 revised application papers together with 2 invited papers and 2 abstracts of invited talks. The coverage represents snapshot of current current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields.

 

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Contents

Explanation and CBR
1
Completeness Criteria for Retrieval in Recommender Systems
9
Is Consideration of Background Knowledge in Data Driven Solutions Possible at All?
30
Reality Meets Research
31
Multiagent CaseBased Reasoning for Cooperative Reinforcement Learners
32
Retrieving and Reusing Game Plays for Robot Soccer
47
Selforganising Hierarchical Retrieval in a CaseAgent System
62
Cooperative CBR System for Bibliographical Reference Recommendation
76
CaseBased Sequential Ordering of Songs for Playlist Recommendation
286
A Comparative Study of CatalogueBased Classification
301
OntologyDriven Development of Conversational CBR Systems
309
Complexity Profiling for Informed CaseBase Editing
325
Unsupervised Feature Selection for Text Data
340
Combining CaseBased and SimilarityBased Product Recommendation
355
On the Use of Selective Ensembles for Relevance Classification in CaseBased Web Search
370
What Evaluation Criteria Are Right for CCBR? Considering Rank Quality
385

A KnowledgeLight Approach to Regression Using CaseBased Reasoning
91
CaseBase Maintenance for CCBRBased Process Evolution
106
A Case Study
121
Fast and Flexible Support for Case Retrieval and Recommendation
136
CaseBased Reasoning for KnowledgeIntensive Template Selection During Text Generation
151
Rough Set Feature Selection Algorithms for Textual CaseBased Classification
166
Experience Management with CaseBased Assistant Systems
182
A CaseBased Group Recommender System
196
Contextualised Ambient Intelligence Through CaseBased Reasoning
211
Improving Annotation in the Semantic Web and Case Authoring in Textual CBR
226
Analysing Computational Time and Soft Computing Capabilities
241
Further Experiments in CaseBased Collaborative Web Search
256
Finding Similar Deductive Consequences A New SearchBased Framework for Unified Reasoning from Cases and General Knowledge
271
Fast Case Retrieval Nets for Textual Data
400
Combining Multiple Similarity Metrics Using a Multicriteria Approach
415
Case Factory Maintaining Experience to Learn
429
Retrieval over Conceptual Structures
443
General Framework and Complexity
458
Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications
474
CaseBased Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems
489
An Antispam InstanceBased Reasoning System
504
CaseBased Support for Collaborative Business
519
A CBRBased Approach for Supporting Consulting Agencies in Successfully Accompanying a Customers Introduction of Knowledge Management
534
An Adaptive Expertise Provider
549
Author Index
564
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