Case-Based Reasoning Research and Development

Case-Based Reasoning Research and Development

24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings

Roth-Berghofer, Thomas; Diaz-Agudo, M Belen; Goel, Ashok

Springer International Publishing AG

09/2016

446

Mole

Inglês

9783319470955

15 a 20 dias

6905

Descrição não disponível.
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.
data mining;humanoid robots;information retrieval;machine learning algorithms;social recommendation;applied computing;CBR applications;expert systems;instance based learning;knowledge representation and reasoning;learning paradigms;opinion mining;personalization;qualitative spatial reasoning;recommender systems;reinforcement learning;search methodologies;sentiment analysis;topic modeling;world wide web