Case-Based Reasoning Research and Development
Springer International Publishing (Verlag)
978-3-319-47095-5 (ISBN)
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.
Searching Museum Routes using CBR,- Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs,- Case Representation and Similarity Assessment in the selfBACK Decision Support System,- Accessibility-driven cooking system,- Inferring Users' Critiquing Feedback on Recommendations from Eye Movements.- Eager to be lazy: Towards a Complexity-guided Textual Case-Based Reasoning System.- Personalized Opinion-based Recommendation.- Concept Discovery and Argument Bundles in the Experience Web.- Incorporating Transparency During Trust-Guided Behavior Adaptation.- Inferring Student Coding Goals Using Abstract Syntax Trees.- Combining CBR and Deep Learning to Generate Surprising Recipe Designs.- Qualitative Case-based Reasoning for Humanoid Robot Soccer: a new retrieval and reuse algorithm.- Ensemble of Adaptations for Classification: Learning Adaptation Rules for Categorical features.- Similarity Metrics from Social Network Analysisfor Content Recommender Systems.- Analogical Transfer in RDFS, Application to Cocktail Name Adaptation.- Adaptation-Guided Feature Deletion: Testing Recoverability to Guide Case Compression.- Applicability of Case-based Reasoning for Selection of Cyanide-free Gold Leaching Methods.- Competence Guided Casebase Maintenance for Compositional Adaptation Applications.- On the Transferability of Process-oriented Cases.- Case Completion of Workows for Process-Oriented Case-Based Reasoning.- Refinement-based Similarity Measures for Directed Labeled Graphs.- FEATURE-TAK - Framework for Extraction, Analysis, and Transformation of Unstructured Textual Aircraft Knowledge.- Knowledge Extraction and Annotation for Cross-Domain Textual Case Based Reasoning in Biologically Inspired Design.- Predicting the Electricity Consumption of Buildings: An Improved CBR Approach.- Case Representation and Retrieval Techniques for Neuroanatomical Connectivity Extraction from PubMed.- Compositional Adaptation of Explanations in Textual Case-based Reasoning.- Relevance Matrix Generation using Sensitivity Analysis in a Case-Based Reasoning Environment.- Combining Case-Based Reasoning and Reinforcement Learning for Tactical Unit Selection in Real-Time Strategy Game AI.
| Erscheinungsdatum | 26.10.2016 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XI, 446 p. 123 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Applications • Applied Computing • Artificial Intelligence • artificial intelligence (incl. robotics) • CBR applications • Computer Science • conference proceedings • Data Mining • Expert Systems • humanoid robots • Informatics • Information Retrieval • instance based learning • Knowledge Representation and Reasoning • Learning Paradigms • machine learning algorithms • Opinion Mining • personalization • Qualitative Spatial Reasoning • Recommender Systems • Reinforcement Learning • Research • Robotics • Search Methodologies • sentiment analysis • social recommendation • topic modeling • World Wide Web |
| ISBN-10 | 3-319-47095-7 / 3319470957 |
| ISBN-13 | 978-3-319-47095-5 / 9783319470955 |
| Zustand | Neuware |
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