Case-Based Reasoning Research and Development

21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013. Proceedings

Editors:

ISBN: 978-3-642-39055-5 (Print) 978-3-642-39056-2 (Online)

Table of contents (26 chapters)

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  1. Front Matter

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    Pages 1-14

    Preference-Based CBR: A Search-Based Problem Solving Framework

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    Pages 15-28

    Applying MapReduce to Learning User Preferences in Near Real-Time

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    Pages 29-43

    Case-Based Goal Selection Inspired by IBM’s Watson

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    Pages 44-58

    Opinionated Product Recommendation

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    Pages 59-73

    Mining Features and Sentiment from Review Experiences

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    Pages 74-88

    Multi-Agent, Multi-Case-Based Reasoning

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    Pages 89-103

    Case-Based Learning of Applicability Conditions for Stochastic Explanations

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    Pages 104-118

    Case-Based Reasoning on E-Community Knowledge

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    Pages 119-133

    On the Plan-Library Maintenance Problem in a Case-Based Planner

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    Pages 134-148

    Learning Feature Weights from Positive Cases

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    Pages 149-163

    User Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile Archive

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    Pages 164-178

    Case-Based Goal-Driven Coordination of Multiple Learning Agents

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    Pages 179-187

    On Deriving Adaptation Rule Confidence from the Rule Generation Process

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    Pages 188-202

    Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules

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    Pages 203-217

    iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer

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    Pages 218-232

    A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance

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    Pages 233-240

    Mining and Retrieving Medical Processes to Assess the Quality of Care

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    Pages 241-254

    Leveraging Historical Experience to Evaluate and Adapt Courses of Action

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    Pages 255-269

    The COLIBRI Open Platform for the Reproducibility of CBR Applications

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    Book Chapter

    Pages 270-284

    Refinement-Based Similarity Measure over DL Conjunctive Queries

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