Case-Based Reasoning Research and Development: 4th International Conference on Case-Based Reasoning, ICCBR 2001 Vancouver, BC, Canada, July 30 - August 2, 2001 Proceedings, Volume 4

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Springer Science & Business Media, Jul 18, 2001 - Business & Economics - 758 pages
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The 2001 International Conference on Case-Based Reasoning (ICCBR 2001, www.iccbr.org/iccbr01), the fourth in the biennial ICCBR series (1995 in Sesimbra, Portugal; 1997 in Providence, Rhode Island (USA); 1999 in Seeon, Germany), was held during 30 July – 2 August 2001 in Vancouver, Canada. ICCBR is the premier international forum for researchers and practitioners of case based reasoning (CBR). The objectives of this meeting were to nurture significant, relevant advances made in this field (both in research and application), communicate them among all attendees, inspire future advances, and continue to support the vision that CBR is a valuable process in many research disciplines, both computational and otherwise. ICCBR 2001 was the first ICCBR meeting held on the Pacific coast, and we used the setting of beautiful Vancouver as an opportunity to enhance participation from the Pacific Rim communities, which contributed 28% of the submissions. During this meeting, we were fortunate to host invited talks by Ralph Bergmann, Ken Forbus, Jaiwei Han, Ramon López de Mántaras, and Manuela Veloso. Their contributions ensured a stimulating meeting; we thank them all.
 

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Contents

Highlights of the European INRECA Projects
1
A Challenging CBR Application
16
Why CaseBased Reasoning Is Attractive for Image Interpretation
27
Similarity Assessment for Relational CBR
44
Acquiring Customer Preferences from ReturnSet Selections
59
The Role of Information Extraction for Textual CBR
74
An Attribute Graph Approach
90
Ranking Algorithms for Costly Similarity Measures
105
Using Functional Models to Adapt CaseBased Agents
407
Exploiting Interchangeabilities for Case Adaptation
422
Collaboration Policies for Multiagent Cooperative CBR
437
A Maintenance Manual for CaseBased Reasoning Systems
452
Rough Sets Reduction Techniques for CaseBased Reasoning
467
Sequential InstanceBased Learning for Planning in the Context of an Imperfect Information Game
483
Learning Feature Weights from Case Order Feedback
502
Adaptation by Applying Behavior Routines and Motion Strategies in Autonomous Navigation
517

A FuzzyRough Approach for Case Base Maintenance
118
Learning and Applying CaseBased Adaptation Knowledge
131
Case Representation Issues for CaseBased Reasoning from Ensemble Research
146
A Declarative Similarity Framework for Knowledge Intensive CBR
158
Classification Based Retrieval Using Formal Concept Analysis
173
Conversational CaseBased Planning for Agent Team Coordination
189
A Hybrid Approach for the Management of FAQ Documents in Latin Languages
204
Taxonomic Conversational CaseBased Reasoning
219
A CaseBased Reasoning View of Automated Collaborative Filtering
234
A CaseBased Approach to Tailoring Software Processes
249
The Conflict Graph for Maintaining CaseBased Reasoning Systems
263
Issues on the Effective Use of CBR Technology for Software Project Prediction
276
Incremental CaseBased Plan Recognition Using State Indices
291
A SimilarityBased Approach to Attribute Selection in UserAdaptive Sales Dialogs
306
Exploiting Multiple Case Bases
321
A CBRBased Approach for Predicting Users Actions in a Web Site
336
Similarity vs Diversity
347
Applications in Personalised Route Planning
362
Helping a CBR Program Know What It Knows
377
Precision and Recall in Interactive CaseBased Reasoning
392
An Accurate AdaptationGuided Similarity Metric for CaseBased Planning
531
Releasing Memory Space through a CaseDeletion Policy with a Lower Bound for Residual Competence
546
Using Description Logics for Designing the Case Base in a Hybrid Approach for Diagnosis Integrating Model and CaseBased Reasoning
561
A CaseBased Reasoning System for Designing Chemical Absorption Plants
576
Benefits of CaseBased Reasoning in Color Matching
589
CBR for Dimensional Management in a Manufacturing Plant
597
RealTime Creation of Frequently Asked Questions
611
Managing Diagnostic Knowledge in Text Cases
622
CBR Adaptation for Chemical Formulation
634
A CaseBased Reasoning Approach for DueDate Assignment in a Wafer Fabrication Factory
648
An Online CBR System for Rental Property Recommendation
660
Improved Performance Support through an Integrated TaskBased Video Case Library
675
Transforming Electronic Mail Folders into Case Bases
690
CaseBased Reasoning in the Care of Alzheimers Disease Patients
702
Prototype of an Intelligent Failure Analysis System
716
Applying CBR and Object Database Techniques in Chemical Process Design
731
Mining HighQuality Cases for Hypertext Prediction and Prefetching
744
Author Index
756
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