Case-Based Reasoning Research and Development

5th International Conference on Case-Based Reasoning, Iccbr 2003, Trondheim, Norway, June 23-26, 2003, Proceedings

By: Derek Bridge (Editor), Kevin D. Ashley (Editor)

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Paperback | 11 June 2003

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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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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems Mathematics Mathematical Foundation Mathematical Logic Databases Data Capture & Analysis Business & Management Operational Research

Management & Management Techniques Management Decision Making Business Applications

Human-Centered CBR: Integrating Case-Based Reasoning with Knowledge Construction and Extension	p. 1
On the Role of the Cases in Case-Based Planning	p. 2
From Manual Knowledge Engineering to Bootstrapping: Progress in Information Extraction and NLP	p. 4
SOFT-CBR: A Self-Optimizing Fuzzy Tool for Case-Based Reasoning	p. 5
Extracting Performers' Behaviors to Annotate Cases in a CBR System for Musical Tempo Transformations	p. 20
Case-Based Ranking for Decision Support Systems	p. 35
Analogical Reasoning for Reuse of Object-Oriented Specifications	p. 50
Combining Case-Based and Model-Based Reasoning for Predicting the Outcome of Legal Cases	p. 65
Measuring the Similarity of Labeled Graphs	p. 80
Global Grade Selector: A Recommender System for Supporting the Sale of Plastic Resin	p. 96
Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems	p. 107
An Evaluation of the Usefulness of Case-Based Explanation	p. 122
Adaptation Guided Retrieval Based on Formal Concept Analysis	p. 131
Club [actual symbol not reproducible] (Trefle): A Use Trace Model	p. 146
Case-Based Plan Recognition in Computer Games	p. 161
Solution Verification in Software Design: A CBR Approach	p. 171
Evaluation of Case-Based Maintenance Strategies in Software Design	p. 186
Optimal Case-Based Refinement of Adaptation Rule Bases for Engineering Design	p. 201
Detecting Outliers Using Rule-Based Modeling for Improving CBR-Based Software Quality Classification Models	p. 216
An Empirical Analysis of Linear Adaptation Techniques for Case-Based Prediction	p. 231
A Framework for Historical Case-Based Reasoning	p. 246
An Investigation of Generalized Cases	p. 261
On the Role of Diversity in Conversational Recommender Systems	p. 276
Similarity and Compromise	p. 291
The General Motors Variation-Reduction Adviser: Evolution of a CBR System	p. 306
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm	p. 319
Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach	p. 332
Soft Interchangeability for Case Adaptation	p. 347
Supporting the IT Security of eServices with CBR-Based Experience Management	p. 362
Improving Similarity Assessment with Entropy-Based Local Weighting	p. 377
Collaborative Case Retention Strategies for CBR Agents	p. 392
Efficient Real Time Maintenance of Retrieval Knowledge in Case-Based Reasoning	p. 407
Incremental Learning of Retrieval Knowledge in a Case-Based Reasoning System	p. 422
Case Base Management for Analog Circuits Diagnosis Improvement	p. 437
Empirical Analysis of Case-Based Reasoning and Other Prediction Methods in a Social Science Domain: Repeat Criminal Victimization	p. 452
A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation	p. 465
Product Recommendation with Interactive Query Management and Twofold Similarity	p. 479
Unifying Weighting and Case Reduction Methods Based on Rough Sets to Improve Retrieval	p. 494
A Knowledge Representation Format for Virtual IP Marketplaces	p. 509
Managing Experience for Process Improvement in Manufacturing	p. 522
Using Evolution Programs to Learn Local Similarity Measures	p. 537
Playing Mozart Phrase by Phrase	p. 552
Using Genetic Algorithms to Discover Selection Criteria for Contradictory Solutions Retrieved by CBR	p. 567
Using Case-Based Reasoning to Overcome High Computing Cost Interactive Simulations	p. 581
Predicting Software Development Project Outcomes	p. 595
An SQL-Based Approach to Similarity Assessment within a Relational Database	p. 610
Knowledge Capture and Reuse for Geo-spatial Imagery Tasks	p. 622
Index Driven Selective Sampling for CBR	p. 637
Case Base Reduction Using Solution-Space Metrics	p. 652
CBM-Gen+: An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains	p. 665
Maintaining Consistency in Project Planning Reuse	p. 679
Case Mining from Large Databases	p. 691
Case Base Maintenance for Improving Prediction Quality	p. 703
Context-Awareness in User Modelling: Requirements Analysis for a Case-Based Reasoning Application	p. 718
Author Index	p. 733
Table of Contents provided by Blackwell. All Rights Reserved.

Case-Based Reasoning Research and Development

5th International Conference on Case-Based Reasoning, Iccbr 2003, Trondheim, Norway, June 23-26, 2003, Proceedings

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