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Case-Based Reasoning Research and Development

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

  • Sarah Jane Delany
  • Santiago Ontañón
Conference proceedings ICCBR 2013

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7969)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7969)

Table of contents

  1. Front Matter
    PDF
  2. Preference-Based CBR: A Search-Based Problem Solving Framework
    Amira Abdel-Aziz, Weiwei Cheng, Marc Strickert, Eyke Hüllermeier
    Pages 1-14
  3. Applying MapReduce to Learning User Preferences in Near Real-Time
    Ian Beaver, Joe Dumoulin
    Pages 15-28
  4. Case-Based Goal Selection Inspired by IBM’s Watson
    Dustin Dannenhauer, Héctor Muñoz-Avila
    Pages 29-43
  5. Opinionated Product Recommendation
    Ruihai Dong, Markus Schaal, Michael P. O’Mahony, Kevin McCarthy, Barry Smyth
    Pages 44-58
  6. Mining Features and Sentiment from Review Experiences
    Ruihai Dong, Markus Schaal, Michael P. O’Mahony, Kevin McCarthy, Barry Smyth
    Pages 59-73
  7. Multi-Agent, Multi-Case-Based Reasoning
    Susan L. Epstein, Xi Yun, Lei Xie
    Pages 74-88
  8. Case-Based Learning of Applicability Conditions for Stochastic Explanations
    Giulio Finestrali, Héctor Muñoz-Avila
    Pages 89-103
  9. Case-Based Reasoning on E-Community Knowledge
    Emmanuelle Gaillard, Jean Lieber, Yannick Naudet, Emmanuel Nauer
    Pages 104-118
  10. On the Plan-Library Maintenance Problem in a Case-Based Planner
    Alfonso Emilio Gerevini, Anna Roubíčková, Alessandro Saetti, Ivan Serina
    Pages 119-133
  11. Learning Feature Weights from Positive Cases
    Sidath Gunawardena, Rosina O. Weber, Julia Stoyanovich
    Pages 134-148
  12. User Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile Archive
    Ben Horsburgh, Susan Craw, Dorothy Williams, Simon Burnett, Katie Morrison, Suzanne Martin
    Pages 149-163
  13. Case-Based Goal-Driven Coordination of Multiple Learning Agents
    Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
    Pages 164-178
  14. On Deriving Adaptation Rule Confidence from the Rule Generation Process
    Vahid Jalali, David Leake
    Pages 179-187
  15. Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules
    Vahid Jalali, David Leake
    Pages 188-202
  16. iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer
    Debarun Kar, Anand Kumar, Sutanu Chakraborti, Balaraman Ravindran
    Pages 203-217
  17. A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance
    Eduardo Lupiani, Susan Craw, Stewart Massie, Jose M. Juarez, Jose T. Palma
    Pages 218-232
  18. Mining and Retrieving Medical Processes to Assess the Quality of Care
    Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
    Pages 233-240
  19. Leveraging Historical Experience to Evaluate and Adapt Courses of Action
    Alice M. Mulvehill, Brett Benyo, Fusun Yaman
    Pages 241-254
  20. The COLIBRI Open Platform for the Reproducibility of CBR Applications
    Juan A. Recio-García, Belén Díaz-Agudo, Pedro Antonio González-Calero
    Pages 255-269
  21. Refinement-Based Similarity Measure over DL Conjunctive Queries
    Antonio A. Sánchez-Ruiz, Santiago Ontañón, Pedro Antonio González-Calero, Enric Plaza
    Pages 270-284
  22. Should Term-Relatedness Be Used in Text Representation?
    Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
    Pages 285-298
  23. Recommending Audio Mixing Workflows
    Christian Sauer, Thomas Roth-Berghofer, Nino Auricchio, Sam Proctor
    Pages 299-313
  24. An Agent Based Framework for Multiple, Heterogeneous Case Based Reasoning
    Elena Irena Teodorescu, Miltos Petridis
    Pages 314-328
  25. Learning-Based Adaptation for Personalized Mobility Assistance
    Cristina Urdiales, Jose Manuel Peula, Manuel Fernández-Carmona, Francisco Sandoval
    Pages 329-342
  26. Biological Solutions for Engineering Problems: A Study in Cross-Domain Textual Case-Based Reasoning
    Swaroop S. Vattam, Ashok K. Goel
    Pages 343-357
  27. Similarity Measures to Compare Episodes in Modeled Traces
    Raafat Zarka, Amélie Cordier, Elöd Egyed-Zsigmond, Luc Lamontagne, Alain Mille
    Pages 358-372
  28. Back Matter
    PDF

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2013) held in Saratoga Springs, NY, USA, in July 2013.
The 17 revised full papers presented together with 9 posters were
carefully reviewed and selected from 39 submissions. The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.

Keywords

blackboard systems human computer interaction multi-objective optimization recommender systems similarity measures

Editors and affiliations

  • Sarah Jane Delany
    • 1
  • Santiago Ontañón
    • 2
  1. 1.School of ComputingDublin Institute of TechnologyDublinIreland
  2. 2.Department of Computer ScienceDrexel UniversityPhiladelphiaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-39056-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-39055-5
  • Online ISBN 978-3-642-39056-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site