Case-Based Reasoning Research and Development

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

  • Ashok Goel
  • M Belén Díaz-Agudo
  • Thomas Roth-Berghofer
Conference proceedings ICCBR 2016

DOI: 10.1007/978-3-319-47096-2

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9969)

Table of contents (29 papers)

  1. Front Matter
    Pages I-XI
  2. Searching Museum Routes Using CBR
    Jesús Aguirre-Pemán, Belén Díaz-Agudo, Guillermo Jimenez-Diaz
    Pages 1-15
  3. Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs
    Viktor Ayzenshtadt, Christoph Langenhan, Johannes Roith, Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold et al.
    Pages 16-31
  4. Case Representation and Similarity Assessment in the selfBACK Decision Support System
    Kerstin Bach, Tomasz Szczepanski, Agnar Aamodt, Odd Erik Gundersen, Paul Jarle Mork
    Pages 32-46
  5. Accessibility-Driven Cooking System
    Susana Bautista, Belén Díaz-Agudo
    Pages 47-61
  6. Personalized Opinion-Based Recommendation
    Ruihai Dong, Barry Smyth
    Pages 93-107
  7. Concept Discovery and Argument Bundles in the Experience Web
    Xavier Ferrer, Enric Plaza
    Pages 108-123
  8. Incorporating Transparency During Trust-Guided Behavior Adaptation
    Michael W. Floyd, David W. Aha
    Pages 124-138
  9. Inferring Student Coding Goals Using Abstract Syntax Trees
    Paul Freeman, Ian Watson, Paul Denny
    Pages 139-153
  10. Combining CBR and Deep Learning to Generate Surprising Recipe Designs
    Kazjon Grace, Mary Lou Maher, David C. Wilson, Nadia A. Najjar
    Pages 154-169
  11. Qualitative Case-Based Reasoning for Humanoid Robot Soccer: A New Retrieval and Reuse Algorithm
    Thiago P. D. Homem, Danilo H. Perico, Paulo E. Santos, Reinaldo A. C. Bianchi, Ramon L. de Mantaras
    Pages 170-185
  12. Ensemble of Adaptations for Classification: Learning Adaptation Rules for Categorical Features
    Vahid Jalali, David Leake, Najmeh Forouzandehmehr
    Pages 186-202
  13. Similarity Metrics from Social Network Analysis for Content Recommender Systems
    Guillermo Jimenez-Diaz, Pedro Pablo Gómez Martín, Marco Antonio Gómez Martín, Antonio A. Sánchez-Ruiz
    Pages 203-217
  14. Analogical Transfer in RDFS, Application to Cocktail Name Adaptation
    Nadia Kiani, Jean Lieber, Emmanuel Nauer, Jordan Schneider
    Pages 218-233
  15. Applicability of Case-Based Reasoning for Selection of Cyanide-Free Gold Leaching Methods
    Maria Leikola, Lotta Rintala, Christian Sauer, Thomas Roth-Berghofer, Mari Lundström
    Pages 249-264
  16. On the Transferability of Process-Oriented Cases
    Mirjam Minor, Ralph Bergmann, Jan-Martin Müller, Alexander Spät
    Pages 281-294

About these proceedings

Introduction

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.


Keywords

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

Editors and affiliations

  • Ashok Goel
    • 1
  • M Belén Díaz-Agudo
    • 2
  • Thomas Roth-Berghofer
    • 3
  1. 1.Georgia Institute of Technology AtlantaUSA
  2. 2.Universidad Complutense de Madrid MadridSpain
  3. 3.University of West London LondonUnited Kingdom

Bibliographic information

  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-47095-5
  • Online ISBN 978-3-319-47096-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349