Case-Based Reasoning Research and Development: 6th International Conference on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005, Proceedings

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Hector Munoz-Avila, Héctor Muñoz-Avila, Francesco Ricci
Springer Science & Business Media, Aug 11, 2005 - Business & Economics - 654 pages
The International Conference on Case-Based Reasoning (ICCBR) is the p- eminent international meeting on case-based reasoning (CBR). ICCBR 2005 (http://www.iccbr.org/iccbr05/) was the sixth in this series of biennial - ternationalconferenceshighlightingthemostsigni?cantcontributionstothe?eld of CBR. The conference took place during August 23–26, 2005 at the downtown campus of DePaul University, in the heart of Chicago's downtown “Loop.” P- vious ICCBR conferences were held in Trondheim, Norway (2003), Vancouver, Canada (2001), Seeon, Germany(1999), Providence,Rhode Island, USA (1997), and Sesimbra, Portugal (1995). Day 1 of ICCBR 2005 was Industry Day, which provided real-world expe- ences utilizing CBR in ?elded applications.Day 2 featuredvarious workshopson CBR in the health sciences, textual case-based reasoning, computer gaming and simulation environments,and similarities – Processes– Work?ows.Days 3 and4 comprisedpresentationsandpostersontheoreticalandappliedCBRresearch,as well as invited talks from three distinguished scholars: Derek Bridge, University College Cork, Craig Knoblock, University of Southern California, and Colleen Seifert, University of Michigan. The presentationsand posterscovereda wide rangeof CBR topics, including adaptation, applications, case base maintenance, computer games, creative r- soning, knowledge representation, interactive systems, knowledge management, knowledgeacquisition,multiagentcollaborativesystems,similarity,tutorings- tems, bioinformatics, and textual CBR.
 

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Contents

Performance Reinforcement and Discovery in CaseBased Reasoning
1
Learning to Optimize Plan Execution in Information Agents
2
CasedBased Reasoning by Human Experts
4
CaseBased Plan Selection in a RealTime Strategy Game
5
An Ensemble of CaseBased Classifiers for HighDimensional Biological Domains
21
Solving the Vocabulary Problem in MultiCaseBase Reasoning
35
Evaluation and Monitoring of the AirSea Interaction Using a CBRAgents Approach
50
A Comparative Analysis of Query Similarity Metrics for CommunityBased Web Search
63
Acquiring Similarity Cases for Classification Problems
327
A LiveUser Evaluation of Incremental Dynamic Critiquing
339
Case Based Representation and Retrieval with Time Dependent Features
353
The Best Way to Instil Confidence Is by Being Right
368
Cooperative Reuse for Compositional Cases in Multiagent Systems
382
Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation
397
A Hybrid Recommendation System for ECommerce
408
Extending jCOLIBRI for Textual CBR
421

A CaseBased Approach for Indoor Location
78
P2P Case Retrieval with an Unspecified Ontology
91
Autonomous Internal Control System for Small to Medium Firms
106
The Application of a CaseBased Reasoning System to AttentionDeficit Hyperactivity Disorder
122
Reasoning with Textual Cases
137
Using Ensembles of Binary CaseBased Reasoners
152
Transfer in Visual CaseBased Problem Solving
163
Generating Estimates of Classification Confidence for a CaseBased Spam Filter
177
Improving Gene Selection in Microarray Data Analysis Using Fuzzy Patterns Inside a CBR System
191
CBR for State Value Function Approximation in Reinforcement Learning
206
Using CBR to Select Solution Strategies in Constraint Programming
222
CaseBased Art
237
Supporting Conversation Variability in COBBER Using Causal Loops
252
Opportunities for CBR in Learning by Doing
267
Navigating Through Case Base Competences
282
A KnowledgeIntensive Method for Conversational CBR
296
Reusing Implicit Knowledge in ShortTerm Information Profiles for ContextSensitive Tasks
312
Critiquing with Confidence
436
Mapping Goals and Kinds of Explanations to the Knowledge Containers of CaseBased Reasoning Systems
451
EpisodeBased Reasoning
465
How to Combine CBR and RBR for Diagnosing Multiple Medical Disorder Cases
477
CaseBased Student Modeling Using Concept Maps
492
A Formal View Based on a Generalized CBR Model
507
KnowledgeRich SimilarityBased Classification
522
Autonomous Creation of New Situation Cases in Structured Continuous Domains
537
Retrieval and Configuration of Life Insurance Policies
552
Analogical and CaseBased Reasoning for Predicting Satellite Task Schedulability
566
Case Adaptation by Segment Replanning for CaseBased Planning Systems
579
Performance Prediction from Equipment Peers
595
CCBRDriven Business Process Evolution
610
CBR for Modeling Complex Systems
625
A CaseBased Reasoning System to Assist Engineers in Designing Conveyor Systems
640
Author Index
652
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