Case-Based Reasoning Research and Development: 25th International Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings (Lecture Notes in Computer Science Book 10339)

This book constitutes the refereed proceedings of the 25th International Conference on Case-Based Reasoning Research and Development, ICCBR 2017, held in Trondheim, Norway, in June 2017. The 27 full papers presented together with 3 keynote presentations were carefully reviewed and selected from 38 submissions. The theme of ICCBR-2017, "Analogy for Reuse", was highlighted in several events. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning, analogical reasoning, CBR and Deep Learning, CBR in the Health Sciences, Computational Analogy, and Process-Oriented CBR. Front Matter....Pages I-XIX Front Matter....Pages 1-1 Encouraging Curiosity in Case-Based Reasoning and Recommender Systems....Pages 3-15 Analogical Proportions and Analogical Reasoning - An Introduction....Pages 16-32 Front Matter....Pages 33-33 A Hybrid CBR Approach for the Long Tail Problem in Recommender Systems....Pages 35-45 Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain....Pages 46-60 A Reasoning Model Based on Perennial Crop Allocation Cases and Rules....Pages 61-75 A SPARQL Query Transformation Rule Language — Application to Retrieval and Adaptation in Case-Based Reasoning....Pages 76-91 Similar Users or Similar Items? Comparing Similarity-Based Approaches for Recommender Systems in Online Judges....Pages 92-107 Tetra: A Case-Based Decision Support System for Assisting Nuclear Physicians with Image Interpretation....Pages 108-122 Case-Based Team Recognition Using Learned Opponent Models....Pages 123-138 The Mechanism of Influence of a Case-Based Health Knowledge System on Hospital Management Systems....Pages 139-153 Scaling Up Ensemble of Adaptations for Classification by Approximate Nearest Neighbor Retrieval....Pages 154-169 A CBR System for Efficient Face Recognition Under Partial Occlusion....Pages 170-184 Time Series and Case-Based Reasoning for an Intelligent Tetris Game....Pages 185-199 Case-Based Reasoning for Inert Systems in Building Energy Management....Pages 200-211 Semantic Trace Comparison at Multiple Levels of Abstraction....Pages 212-226 On the Pros and Cons of Explanation-Based Ranking....Pages 227-241 A User Controlled System for the Generation of Melodies Applying Case Based Reasoning....Pages 242-256 Towards a Case-Based Reasoning Approach to Dynamic Adaptation for Large-Scale Distributed Systems....Pages 257-271 Evolutionary Inspired Adaptation of Exercise Plans for Increasing Solution Variety....Pages 272-286 Intelligent Control System for Back Pain Therapy....Pages 287-301 Front Matter....Pages 33-33 Dependency Modeling for Knowledge Maintenance in Distributed CBR Systems....Pages 302-314 Case-Based Recommendation for Online Judges Using Learning Itineraries....Pages 315-329 kNN Sampling for Personalised Human Activity Recognition....Pages 330-344 Case-Based Interpretation of Best Medical Coding Practices—Application to Data Collection for Cancer Registries....Pages 345-359 Running with Cases: A CBR Approach to Running Your Best Marathon....Pages 360-374 Weighted One Mode Projection of a Bipartite Graph as a Local Similarity Measure....Pages 375-389 SCOUT: A Case-Based Reasoning Agent for Playing Race for the Galaxy....Pages 390-402 Conversational Process-Oriented Case-Based Reasoning....Pages 403-419 Maintenance for Case Streams: A Streaming Approach to Competence-Based Deletion....Pages 420-434 Back Matter....Pages 435-436