Case-Based Reasoning Research and Development
7th International Conference on Case-Based Reasoning, ICCBR 2007 Belfast Northern Ireland, UK, August 13-16, 2007 Proceedings
Published on 27. July 2007
Book
Paperback/Softback
XIII, 538 pages
978-3-540-74138-1 (ISBN)
Description
The International Conference on Case-Based Reasoning (ICCBR) is the pre-eminent international meeting on case-based reasoning (CBR). ICCBR 2007 (http://www.iccbr.org./iccbr07/) was the seventh in this series, presenting the most significant contributions in the field of CBR. The conference took place in Belfast, Northern Ireland, UK, during August 13-16, 2007. ICCBR and its sister conferences ECCBR (European Conference on Case-Based Reasoning) alternate every year. ICCBR 2007 followed a series of six successful international conferences previously held in Sesimbra, Portugal (1995); Providence, Rhode Island, USA (1997); Seeon, Germany (1999); Vancouver, Canada (2001); Trondheim, Norway (2003); and C- cago, Illinois, USA (2005). The European Conferences on Case-Based Reasoning (ECCBR) were held as European workshops in Kaiserslautern, Germany (1993); Chantilly, France (1994); Lausanne, Switzerland (1996); Dublin, Ireland (1998); and Trento, Italy (2000); and as European conferences in Aberdeen, UK (2002); Madrid, Spain (2004); and Lykia World, Turkey (2006). Days one, two, and four comprised presentations and posters on theoretical and - plied CBR research. In order to emphasize the importance of applications, the tra- tional industry day was converted into an Industry Program held on the second day, in the middle of the conference. Day three was devoted to five workshops: Case-Based Reasoning and Context-Awareness; Case-Based Reasoning in the Health Sciences; Textual Case-Based Reasoning: Beyond Retrieval; Uncertainty and Fuzziness in Case- Based Reasoning; and Knowledge Discovery and Similarity.
More details
Series
Edition
2007 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XIII, 538 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 30 mm
Weight
826 gr
ISBN-13
978-3-540-74138-1 (9783540741381)
DOI
10.1007/978-3-540-74141-1
Schweitzer Classification
Content
Invited Papers.- Cases in Robotic Soccer.- A Case-Based Framework for Collaborative Semantic Search in Knowledge Sifter.- Usages of Generalization in Case-Based Reasoning.- Research Papers.- Team Playing Behavior in Robot Soccer: A Case-Based Reasoning Approach.- Acquiring Word Similarities with Higher Order Association Mining.- Label Ranking in Case-Based Reasoning.- When Similar Problems Don't Have Similar Solutions.- Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues.- A Methodology for Analyzing Case Retrieval from a Clustered Case Memory.- Using Cases Utility for Heuristic Planning Improvement.- Case-Based Reasoning Adaptation for High Dimensional Solution Space.- Case-Based Planning and Execution for Real-Time Strategy Games.- Case Authoring: From Textual Reports to Knowledge-Rich Cases.- Case Provenance: The Value of Remembering Case Sources.- Mining Large-Scale Knowledge Sources for Case Adaptation Knowledge.- Representation and Structure-Based Similarity Assessment for Agile Workflows.- Application of the Revision Theory to Adaptation in Case-Based Reasoning: The Conservative Adaptation.- Methodological Assistance for Integrating Data Quality Evaluations into Case-Based Reasoning Systems.- Case-Based Anomaly Detection.- Case-Based Reasoning in Robot Indoor Navigation.- Case-Based Group Recommendation: Compromising for Success.- Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering.- Enhancing Case-Based, Collaborative Web Search.- An Analysis of Case-Based Value Function Approximation by Approximating State Transition Graphs.- From Anomaly Reports to Cases.- Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System.- Application Papers.- Intelligent Guidance and Suggestions Using Case-BasedPlanning.- Case-Based Reasoning for Invoice Analysis and Recognition.- Watershed Segmentation Via Case-Based Reasoning.- A Case-Based Song Scheduler for Group Customised Radio.- Helping Software Engineers Reusing UML Class Diagrams.- Failure Analysis for Domain Knowledge Acquisition in a Knowledge-Intensive CBR System.- Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning.- Prototypical Cases for Knowledge Maintenance in Biomedical CBR.- Case-Based Support for Library Reference Services.- Knowledge Extraction and Summarization for an Application of Textual Case-Based Interpretation.