Case-Based Reasoning Research and Development: 7th International Conference on Case-Based Reasoning, ICCBR 2007 Belfast Northern Ireland, UK, August 13-16, 2007 Proceedings

ISBN-13: 9783540741381 / Angielski / Miękka / 2007 / 538 str.

Rosina O. Weber;Michael M. Richter

Opis

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

Spis treści

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-Based Planning.- 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.