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.

This book constitutes the refereed proceedings of the 7th International Conference on Case-Based Reasoning, ICCBR 2007, held in Belfast, Northern Ireland, UK in August 2007. The 15 revised full research papers and 18 revised poster papers presented together with 3 invited talks were carefully reviewed and selected from 64 submissions. The papers address all current aspects of case-based reasoning and feature original theoretical research, applied research, and deployed applications with practical, social, environmental or economic significance.