Case-Based Reasoning Research and Development: 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings (Lecture Notes in Computer Science Book 9969)

This book constitutes the refereed proceedings of the 24th International Conference on Case-Based Reasoning Research and Development, ICCBR 2016, held in Atlanta, GA, USA, in October/November 2016. The 14 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers cover a wide range of CBR topics that are of interest both to researchers and practitioners from foundations of Case-Based Reasoning; over CBR systems for specific tasks and related fields; up to CBR systems, applications and lessons learned in specific areas of expertise such as health; e-science; finance; energy, logistics, traffic; game/AI; cooking; diagnosis, technical support; as well as knowledge and experience management. Front Matter....Pages I-XI Searching Museum Routes Using CBR....Pages 1-15 Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs....Pages 16-31 Case Representation and Similarity Assessment in the selfBACK Decision Support System....Pages 32-46 Accessibility-Driven Cooking System....Pages 47-61 Inferring Users’ Critiquing Feedback on Recommendations from Eye Movements....Pages 62-76 Eager to be Lazy: Towards a Complexity-guided Textual Case-Based Reasoning System ....Pages 77-92 Personalized Opinion-Based Recommendation....Pages 93-107 Concept Discovery and Argument Bundles in the Experience Web....Pages 108-123 Incorporating Transparency During Trust-Guided Behavior Adaptation....Pages 124-138 Inferring Student Coding Goals Using Abstract Syntax Trees....Pages 139-153 Combining CBR and Deep Learning to Generate Surprising Recipe Designs....Pages 154-169 Qualitative Case-Based Reasoning for Humanoid Robot Soccer: A New Retrieval and Reuse Algorithm....Pages 170-185 Ensemble of Adaptations for Classification: Learning Adaptation Rules for Categorical Features....Pages 186-202 Similarity Metrics from Social Network Analysis for Content Recommender Systems....Pages 203-217 Analogical Transfer in RDFS, Application to Cocktail Name Adaptation....Pages 218-233 Adaptation-Guided Feature Deletion: Testing Recoverability to Guide Case Compression....Pages 234-248 Applicability of Case-Based Reasoning for Selection of Cyanide-Free Gold Leaching Methods....Pages 249-264 Competence Guided Casebase Maintenance for Compositional Adaptation Applications....Pages 265-280 On the Transferability of Process-Oriented Cases....Pages 281-294 Case Completion of Workflows for Process-Oriented Case-Based Reasoning....Pages 295-310 Refinement-Based Similarity Measures for Directed Labeled Graphs....Pages 311-326 FEATURE-TAK - Framework for Extraction, Analysis, and Transformation of Unstructured Textual Aircraft Knowledge....Pages 327-341 Knowledge Extraction and Annotation for Cross-Domain Textual Case-Based Reasoning in Biologically Inspired Design....Pages 342-355 Predicting the Electricity Consumption of Buildings: An Improved CBR Approach....Pages 356-369 Case Representation and Retrieval Techniques for Neuroanatomical Connectivity Extraction from PubMed....Pages 370-386 Compositional Adaptation of Explanations in Textual Case-Based Reasoning....Pages 387-401 Relevance Matrix Generation Using Sensitivity Analysis in a Case-Based Reasoning Environment....Pages 402-412 Combining Case-Based Reasoning and Reinforcement Learning for Tactical Unit Selection in Real-Time Strategy Game AI....Pages 413-429 Defining the Initial Case-Base for a CBR Operator Support System in Digital Finishing....Pages 430-444 Back Matter....Pages 445-446