Advances in Case-Based Reasoning: 9th European Conference, ECCBR 2008, Trier, Germany, September 1-4, 2008, Proceedings

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Klaus-Dieter Althoff
Springer Science & Business Media, Aug 26, 2008 - Computers - 632 pages
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This volume contains the papers presented at the 9th European Conference on Case-Based Reasoning (ECCBR 2008). Case-based reasoning (CBR) is an arti?cial intelligence approach whereby new problems are solved by remembering, adapting and reusing solutions to a previously solved, similar problem. The collection of previously solved problems andtheirassociatedsolutionsisstoredinthecasebase. Neworadaptedsolutions are learned and updated in the case base as needed. In remembrance of the First European Workshop on Case-Based Reasoning, which took place 15 years ago at the European Academy Otzenhausen, not far from Trier, this year’s conference was especially devoted to the past, present, and future of case-based reasoning. ECCBR and the International Conference on Case-Based Reasoning (IC- CBR) alternate every year. ECCBR 2008 followed a series of seven successful European workshops previously held in Otzenhausen, Germany (1993), Ch- tilly, France (1994), Lausanne, Switzerland (1996), Dublin, Ireland (1998), and Trento, Italy (2000), and three European conferences in Aberdeen, UK (2002), ̈ Madrid, Spain (2004), and Olu ̈deniz/Fethiye, Turkey (2006). The International Conferences on Case-Based Reasoning (ICCBR) were previously held in Ses- bra, Portugal (1995), Providence, Rhode Island, USA (1997), Seeon, Germany (1999), Vancouver, Canada (2001), Trondheim, Norway (2003), Chicago, USA (2005), and Belfast, Northern Ireland (2007). These meetings have a history of attracting ?rst-class European and international researchers and practiti- ers. The proceedings of the ECCBR and ICCBR conferences are published by Springer in their LNAI series.
 

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Contents

Why It Matters for the Health Sciences and for CBR
1
An Analysis of Research Themes in the CBR Conference Literature
18
Semantics and Experience in the Future Web
44
Combining Reinforcement Learning with Strategy Selection Using CaseBased Reasoning
59
Formal and Experimental Foundations of a New Rank Quality Measure
74
Provenance Trust and Sharing in PeertoPeer CaseBased Web Search
89
Visualizing and Evaluating Complexity of Textual Case Bases
104
Learning Similarity Functions from Qualitative Feedback
120
Conversational CaseBased Reasoning in Selfhealing and Recovery
340
Situation Assessment for Plan Retrieval in RealTime Strategy Games
355
Optimization Algorithms to Find Most Similar Deductive Consequences MSDC
370
Understanding Dubious Future Problems
385
Conversational CaseBased Recommendations Exploiting a Structured Case Model
400
kNN Aggregation with a Stacked Email Representation
415
CaseBased Reasoning and the Statistical Challenges
430
Evaluation Measures for TCBR Systems
444

Conservative Adaptation in Metric Spaces
135
Opportunistic Acquisition of Adaptation Knowledge and CasesThe IakA Approach
150
Case Reuse in OriginalityDriven Tasks
165
ExperienceBased Design of Behaviors in Videogames
180
A Case Study in Robotic Soccer Imitation
195
Retrieval Based on Selfexplicative Memories
210
Increasing Precision of Credible CaseBased Inference
225
Basic Concepts and Extensions
240
Using Case Provenance to Propagate Feedback to Cases and Adaptations
255
Towards CaseBased Support for eScience Workflow Generation by Mining Provenance
269
Knowledge Planning and Learned Personalization for WebBased Case Adaptation
284
Cases Predictions and Accuracy Learning and Its Application to Effort Estimation
299
Evaluation of Feature Subset Selection Feature Weighting and Prototype Selection for Biomedical Applications
312
CaseBased Decision Support for Patients with Type 1 Diabetes on Insulin Pump Therapy
325
A CaseBased Template Recommender System for Building CaseBased Systems
459
Forgetting Reinforced Cases
474
iReMedI Intelligent Retrieval from Medical Information
487
Adaptation through Planning in Knowledge Intensive CBR
503
Folk Arguments Numerical Taxonomy and CaseBased Reasoning
518
RealTime Plan Adaptation for CaseBased Planning in RealTime Strategy Games
533
Horizontal Case Representation
548
Supporting Fraud Analysis in Mobile Telecommunications Using CaseBased Reasoning
562
Predicting the Presence of Oil Slicks After an Oil Spill
573
Case Based Interpretation of Soil Chromatograms
587
The SMMART Project
600
Rapid Prototyping of CBR Applications with the Open Source Tool myCBR
615
Author Index
630
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