Case-Based Reasoning Research and Development: 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, Proceedings, Volume 5

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Springer Science & Business Media, Jun 11, 2003 - Business & Economics - 734 pages
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The refereed proceedings of the 5th International Conference on Case-Based Reasoning, ICCBR 2003, held in Trondheim, Norway, in June 2003.

The 51 revised full papers presented were carefully reviewed and selected from 92 submissions. All current aspects of CBR are addressed including case representation, similarity retrieval, adaptation, case library maintenance, multi-agent collaborative systems, data mining, soft computing, recommender systems, knowledge management, legal reasoning, software reuse, and music.

 

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Contents

Integrating CaseBased Reasoning with Knowledge Construction and Extension
1
On the Role of the Cases in CaseBased Planning
2
Progress in Information Extraction and NLP
4
A SelfOptimizing Fuzzy Tool for CaseBased Reasoning
5
Extracting Performers Behaviors to Annotate Cases in a CBR System for Musical Tempo Transformations
20
CaseBased Ranking for Decision Support Systems
35
Analogical Reasoning for Reuse of ObjectOriented Specifications
50
Combining CaseBased and ModelBased Reasoning for Predicting the Outcome of Legal Cases
65
Supporting the IT Security of eServices with CBRBased Experience Management
362
Improving Similarity Assessment with EntropyBased Local Weighting
377
Collaborative Case Retention Strategies for CBR Agents
392
Efficient Real Time Maintenance of Retrieval Knowledge in CaseBased Reasoning
407
Incremental Learning of Retrieval Knowledge in a CaseBased Reasoning System
422
Case Base Management for Analog Circuits Diagnosis Improvement
437
Repeat Criminal Victimization
452
A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation
465

Measuring the Similarity of Labeled Graphs
80
A Recommender System for Supporting the Sale of Plastic Resin
96
Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems
107
An Evaluation of the Usefulness of CaseBased Explanation
122
Adaptation Guided Retrieval Based on Formal Concept Analysis
131
A Use Trace Model
146
CaseBased Plan Recognition in Computer Games
161
A CBR Approach
171
Evaluation of CaseBased Maintenance Strategies in Software Design
186
Optimal CaseBased Refinement of Adaptation Rule Bases for Engineering Design
201
Detecting Outliers Using RuleBased Modeling for Improving CBRBased Software Quality Classification Models
216
An Empirical Analysis of Linear Adaptation Techniques for CaseBased Prediction
231
A Framework for Historical CaseBased Reasoning
246
An Investigation of Generalized Cases
261
On the Role of Diversity in Conversational Recommender Systems
276
Similarity and Compromise
291
Evolution of a CBR System
306
A Branch and Bound Algorithm
319
An Interpretive CaseBased Reasoning Approach
332
Soft Interchangeability for Case Adaptation
347
Product Recommendation with Interactive Query Management and Twofold Similarity
479
Unifying Weighting and Case Reduction Methods Based on Rough Sets to Improve Retrieval
494
A Knowledge Representation Format for Virtual IP Marketplaces
509
Managing Experience for Process Improvement in Manufacturing
522
Using Evolution Programs to Learn Local Similarity Measures
537
Playing Mozart Phrase by Phrase
552
Using Genetic Algorithms to Discover Selection Criteria for Contradictory Solutions Retrieved by CBR
567
Using CaseBased Reasoning to Overcome High Computing Cost Interactive Simulations
581
Predicting Software Development Project Outcomes
595
An SQLBased Approach to Similarity Assessment within a Relational Database
610
Knowledge Capture and Reuse for Geospatial Imagery Tasks
622
Index Driven Selective Sampling for CBR
637
Case Base Reduction Using SolutionSpace Metrics
652
An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains
665
Maintaining Consistency in Project Planning Reuse
679
Case Mining from Large Databases
691
Case Base Maintenance for Improving Prediction Quality
703
Requirements Analysis for a CaseBased Reasoning Application
718
Author Index
733
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