This book constitutes the refereed proceedings of the 9th European Conference on Case-Based Reasoning, ECCBR 2008, held in Trier, Germany, in September 2008.
The 34 revised research papers and 5 revised application papers presented together with 3 invited talks were carefully reviewed and selected from 71 submissions. All current issues in case-based reasoning are addressed, ranging from theoretical and methodological issues to advanced applications in various fields such as knowledge discovery, similarity, context-awareness, uncertainty, and health sciences.
Author(s): Isabelle Bichindaritz (auth.), Klaus-Dieter Althoff, Ralph Bergmann, Mirjam Minor, Alexandre Hanft (eds.)
Series: Lecture Notes in Computer Science 5239 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2008
Language: English
Pages: 632
Tags: Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages; Computer Appl. in Administrative Data Processing; Computer Appl. in Social and Behavioral Sciences
Front Matter....Pages -
Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR....Pages 1-17
An Analysis of Research Themes in the CBR Conference Literature....Pages 18-43
Semantics and Experience in the Future Web....Pages 44-58
Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning....Pages 59-73
Formal and Experimental Foundations of a New Rank Quality Measure....Pages 74-88
Provenance, Trust, and Sharing in Peer-to-Peer Case-Based Web Search....Pages 89-103
Visualizing and Evaluating Complexity of Textual Case Bases....Pages 104-119
Learning Similarity Functions from Qualitative Feedback....Pages 120-134
Conservative Adaptation in Metric Spaces....Pages 135-149
Opportunistic Acquisition of Adaptation Knowledge and Cases — The IakA Approach....Pages 150-164
Noticeably New: Case Reuse in Originality-Driven Tasks....Pages 165-179
Experience-Based Design of Behaviors in Videogames....Pages 180-194
Considerations for Real-Time Spatially-Aware Case-Based Reasoning: A Case Study in Robotic Soccer Imitation....Pages 195-209
Retrieval Based on Self-explicative Memories....Pages 210-224
Increasing Precision of Credible Case-Based Inference....Pages 225-239
Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions....Pages 240-254
Using Case Provenance to Propagate Feedback to Cases and Adaptations....Pages 255-268
Towards Case-Based Support for e-Science Workflow Generation by Mining Provenance....Pages 269-283
Knowledge Planning and Learned Personalization for Web-Based Case Adaptation....Pages 284-298
Cases, Predictions, and Accuracy Learning and Its Application to Effort Estimation....Pages 299-311
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications....Pages 312-324
Case-Based Decision Support for Patients with Type 1 Diabetes on Insulin Pump Therapy....Pages 325-339
Conversational Case-Based Reasoning in Self-healing and Recovery....Pages 340-354
Situation Assessment for Plan Retrieval in Real-Time Strategy Games....Pages 355-369
Optimization Algorithms to Find Most Similar Deductive Consequences (MSDC)....Pages 370-384
Understanding Dubious Future Problems....Pages 385-399
Conversational Case-Based Recommendations Exploiting a Structured Case Model....Pages 400-414
k -NN Aggregation with a Stacked Email Representation....Pages 415-429
Case-Based Reasoning and the Statistical Challenges....Pages 430-443
Evaluation Measures for TCBR Systems....Pages 444-458
CBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems....Pages 459-473
Forgetting Reinforced Cases....Pages 474-486
iReMedI - Intelligent Retrieval from Medical Information....Pages 487-502
Adaptation through Planning in Knowledge Intensive CBR....Pages 503-517
Folk Arguments, Numerical Taxonomy and Case-Based Reasoning....Pages 518-532
Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games....Pages 533-547
Horizontal Case Representation....Pages 548-561
Supporting Fraud Analysis in Mobile Telecommunications Using Case-Based Reasoning....Pages 562-572
Predicting the Presence of Oil Slicks After an Oil Spill....Pages 573-586
Case Based Interpretation of Soil Chromatograms....Pages 587-599
Case-Based Troubleshooting in the Automotive Context: The SMMART Project....Pages 600-614
Rapid Prototyping of CBR Applications with the Open Source Tool myCBR....Pages 615-629
Back Matter....Pages -
