Case-Based Reasoning Research and Development [electronic resource] : 23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28-30, 2015. Proceedings / edited by Eyke Hüllermeier, Mirjam Minor.

Case Base Maintenance in Preference-based CBR -- Learning to Estimate: A Case-Based Approach to Task Execution Prediction -- Case-based Policy and Goal Recognition -- Adapting Sentiments with Context -- Aspect Selection for Social Recommender Systems -- Music Recommendation: Audio Neighbourhoods to Discover Music in the Long Tail -- Goal-Driven Autonomy with Semantically-annotated Hierarchical Cases -- Evaluating a Textual Adaptation System -- Visual Case Retrieval for Interpreting Skill Demonstrations -- Improving Trust-Guided Behavior Adaptation Using Operator Feedback -- Top-Down Induction of Similarity Measures Using Similarity Clouds -- Improving Case Retrieval Using Typicality -- CBR Meets Big Data: A Case Study of Large-Scale Adaptation Rule Generation -- Addressing the Cold-Start Problem in Facial Expression Recognition -- Flexible Feature Deletion: Compacting Case Bases by Selectively Compressing Case Contents -- A Case-Based Approach For Easing Schema Semantic Mapping -- Great Explanations: Opinionated Explanations for Recommendation -- Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning -- Fault Diagnosis via Fusion of Information from a Case Stream -- Argument-based Case Revision in CBR for Story Generation -- CBR Model for Predicting a Building's Electricity Use: On-Line Implementation in the Absence of Historical Data -- Modelling Hierarchical Relationships in Group Recommender Systems -- Semi-automatic Knowledge Extraction from Semi-structured and Unstructured Data within the OMAHA Project -- Evidence-Driven Retrieval in Textual CBR: Bridging the Gap Between Retrieval and Reuse -- Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure -- Case-Based Plan Recognition Under Imperfect Observability.