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Case-Based Reasoning Research and Development

22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings

  • Luc Lamontagne
  • Enric Plaza
Conference proceedings ICCBR 2014

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8765)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8765)

Table of contents

  1. Front Matter
    PDF

  2. Invited Talks

    1. What I Talk about When I Talk about CBR
      Frode Sørmo
      Pages 1-2
    2. Running with Scissors: Cut-Ups, Boundary Friction and Creative Reuse
      Tony Veale
      Pages 3-16

  3. Research Papers

    1. Learning Solution Similarity in Preference-Based CBR
      Amira Abdel-Aziz, Marc Strickert, Eyke Hüllermeier
      Pages 17-31
    2. Case-Based Parameter Selection for Plans: Coordinating Autonomous Vehicle Teams
      Bryan Auslander, Tom Apker, David W. Aha
      Pages 32-47
    3. Automatic Case Capturing for Problematic Drilling Situations
      Kerstin Bach, Odd Erik Gundersen, Christian Knappskog, Pinar Öztürk
      Pages 48-62
    4. Algorithm for Adapting Cases Represented in a Tractable Description Logic
      Liang Chang, Uli Sattler, Tianlong Gu
      Pages 63-78
    5. Sentiment and Preference Guided Social Recommendation
      Yoke Yie Chen, Xavier Ferrer, Nirmalie Wiratunga, Enric Plaza
      Pages 79-94
    6. A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names
      Sebastian Dieterle, Ralph Bergmann
      Pages 95-109
    7. Further Experiments in Opinionated Product Recommendation
      Ruihai Dong, Michael P. O’Mahony, Barry Smyth
      Pages 110-124
    8. How Much Do You Trust Me? Learning a Case-Based Model of Inverse Trust
      Michael W. Floyd, Michael Drinkwater, David W. Aha
      Pages 125-139
    9. Tuuurbine: A Generic CBR Engine over RDFS
      Emmanuelle Gaillard, Laura Infante-Blanco, Jean Lieber, Emmanuel Nauer
      Pages 140-154
    10. How Case-Based Reasoning on e-Community Knowledge Can Be Improved Thanks to Knowledge Reliability
      Emmanuelle Gaillard, Jean Lieber, Emmanuel Nauer, Amélie Cordier
      Pages 155-169
    11. Case-Based Object Placement Planning
      Kellen Gillespie, Kalyan Moy Gupta, Michael Drinkwater
      Pages 170-184
    12. On the Role of Analogy in Resolving Cognitive Dissonance in Collaborative Interdisciplinary Design
      Ashok K. Goel, Bryan Wiltgen
      Pages 185-199
    13. On Retention of Adaptation Rules
      Vahid Jalali, David Leake
      Pages 200-214
    14. Case-Based Reasoning for Improving Traffic Flow in Urban Intersections
      Anders Kofod-Petersen, Ole Johan Andersen, Agnar Aamodt
      Pages 215-229
    15. Estimating Case Base Complexity Using Fractal Dimension
      K. V. S. Dileep, Sutanu Chakraborti
      Pages 230-244
    16. CBR Tagging of Emotions from Facial Expressions
      Paloma Lopez-de-Arenosa, Belén Díaz-Agudo, Juan A. Recio-García
      Pages 245-259
    17. A Proposal of Temporal Case-Base Maintenance Algorithms
      Eduardo Lupiani, Jose M. Juarez, Jose Palma
      Pages 260-273
    18. Using Case-Based Reasoning to Detect Risk Scenarios of Elderly People Living Alone at Home
      Eduardo Lupiani, Jose M. Juarez, Jose Palma, Christian Serverin Sauer, Thomas Roth-Berghofer
      Pages 274-288
    19. An Algorithm for Conversational Case-Based Reasoning in Classification Tasks
      David McSherry
      Pages 289-304
    20. Towards Process-Oriented Cloud Management with Case-Based Reasoning
      Mirjam Minor, Eric Schulte-Zurhausen
      Pages 305-314
    21. Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR
      Gilbert Müller, Ralph Bergmann
      Pages 315-329
    22. Collective Classification of Posts to Internet Forums
      Pádraig Ó Duinn, Derek Bridge
      Pages 330-344
    23. NudgeAlong: A Case Based Approach to Changing User Behaviour
      Eoghan O’Shea, Sarah Jane Delany, Rob Lane, Brian Mac Namee
      Pages 345-359
    24. Explaining Probabilistic Fault Diagnosis and Classification Using Case-Based Reasoning
      Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong
      Pages 360-374
    25. Case-Based Prediction of Teen Driver Behavior and Skill
      Santiago Ontañón, Yi-Ching Lee, Sam Snodgrass, Dana Bonfiglio, Flaura K. Winston, Catherine McDonald et al.
      Pages 375-389
    26. Adapting Propositional Cases Based on Tableaux Repairs Using Adaptation Knowledge
      Gabin Personeni, Alice Hermann, Jean Lieber
      Pages 390-404
    27. Least Common Subsumer Trees for Plan Retrieval
      Antonio A. Sánchez-Ruiz, Santiago Ontañón
      Pages 405-419
    28. Supervised Semantic Indexing Using Sub-spacing
      Sadiq Sani, Nirmalie Wiratunga, Stewart Massie, Robert Lothian
      Pages 420-434
    29. Estimation of Machine Settings for Spinning of Yarns – New Algorithms for Comparing Complex Structures
      Beatriz Sevilla-Villanueva, Miquel Sànchez-Marrè, Thomas V. Fischer
      Pages 435-449
    30. Linking Cases Up: An Extension to the Case Retrieval Network
      Shubhranshu Shekhar, Sutanu Chakraborti, Deepak Khemani
      Pages 450-464
    31. Acquisition and Reuse of Reasoning Knowledge from Textual Cases for Automated Analysis
      Gleb Sizov, Pinar Öztürk, Jozef Štyrák
      Pages 465-479
    32. Enriching Case Descriptions Using Trails in Conversational Recommenders
      Skanda Raj Vasudevan, Sutanu Chakraborti
      Pages 480-494
    33. Case-Based Plan Recognition Using Action Sequence Graphs
      Swaroop S. Vattam, David W. Aha, Michael Floyd
      Pages 495-510
    34. Combining Case-Based Reasoning and Reinforcement Learning for Unit Navigation in Real-Time Strategy Game AI
      Stefan Wender, Ian Watson
      Pages 511-525
    35. Exploring the Space of Whole-Group Case Retrieval in Making Group Recommendations
      David C. Wilson, Nadia A. Najjar
      Pages 526-540
  4. 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 2014) held in Cork, Ireland, in September 2014. The 35 revised full papers presented were carefully reviewed and selected from 49 submissions. The presentations cover 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

adaption and reuse artificial intelligence case-based reasoning fault diagnosis human computer interaction information retrieval interactive HCI machine learning planning recommender systems semantic indexing similarity measure text mining workflows

Editors and affiliations

  • Luc Lamontagne
    • 1
  • Enric Plaza
    • 2
  1. 1.Department of Computer Science and Software EngineeringUniversité LavalCanada
  2. 2.IIIA, Artificial Intelligence Research Institute CSICSpanish Council for Scientific Research Campus UABBellaterraSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-11209-1
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-11208-4
  • Online ISBN 978-3-319-11209-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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