Scalable Uncertainty Management: 5th International Conference, SUM 2011, Dayton, OH, USA, October 10-13, 2011, Proceedings | SpringerLink
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Scalable Uncertainty Management

5th International Conference, SUM 2011, Dayton, OH, USA, October 10-13, 2011, Proceedings

  • Conference proceedings
  • © 2011

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Editors:
  1. Salem Benferhat

    1. CRIL-CNRS, University of Artois, France

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  2. John Grant

    1. Department of Mathematics, Towson University, Towson, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6929)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: SUM 2011.

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About this book

This book constitutes the refereed proceedings of the 5th International Conference on Scalable Uncertainty Management, SUM 2011, held in Dayton, OH, USA, in October 2011. The 32 revised full papers and 3 revised short papers presented together with the abstracts of 2 invited talks and 6 “discussant” contributions were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on argumentation systems, probabilistic inference, dynamic of beliefs, information retrieval and databases, ontologies, possibility theory and classification, logic programming, and applications.

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Table of contents (43 papers)

  1. Front Matter

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  3. Discussant Contributions

    1. Logic Programming and Uncertainty

      • Chitta Baral
      Pages 22-37

    2. Evaluating Probabilistic Inference Techniques: A Question of “When,” not “Which”

      • Cory J. Butz
      Pages 38-51

    3. Probabilistic Logic Networks in a Nutshell

      • Matthew Iklé
      Pages 52-60

    4. Dynamics of Beliefs

      • Sébastien Konieczny
      Pages 61-74

    5. Fuzzy Classifiers – Opportunities and Challenges –

      • Anca Ralescu, Sofia Visa
      Pages 75-80

    6. A Brief Overview of Research in Argumentation Systems

      • Guillermo R. Simari
      Pages 81-95

  4. Argumentation Systems

    1. Maximal Ideal Recursive Semantics for Defeasible Argumentation

      • Teresa Alsinet, Ramón Béjar, Lluis Godo, Francesc Guitart
      Pages 96-109

    2. Argumentation Frameworks as Constraint Satisfaction Problems

      • Leila Amgoud, Caroline Devred
      Pages 110-122

    3. On the Equivalence of Logic-Based Argumentation Systems

      • Leila Amgoud, Srdjan Vesic
      Pages 123-136

    4. Bipolarity in Argumentation Graphs: Towards a Better Understanding

      • Claudette Cayrol, Marie-Christine Lagasquie-Schiex
      Pages 137-148

    5. Handling Enthymemes in Time-Limited Persuasion Dialogs

      • Florence Dupin de Saint-Cyr
      Pages 149-162

    6. Argumentation Frameworks with Necessities

      • Farid Nouioua, Vincent Risch
      Pages 163-176

    7. A Heuristics-Based Pruning Technique for Argumentation Trees

      • Nicolás D. Rotstein, Sebastian Gottifredi, Alejandro J. García, Guillermo R. Simari
      Pages 177-190

    8. On Warranted Inference in Argument Trees Based Framework

      • Safa Yahi
      Pages 191-204

  5. Probabilistic Inference

    1. Uncertainty Handling in Quantitative BDD-Based Fault-Tree Analysis by Interval Computation

      • Christelle Jacob, Didier Dubois, Janette Cardoso
      Pages 205-218

    2. A Branching Time Logic with Two Types of Probability Operators

      • Zoran Ognjanović, Dragan Doder, Zoran Marković
      Pages 219-232

    3. A Partition-Based First-Order Probabilistic Logic to Represent Interactive Beliefs

      • Alessandro Panella, Piotr Gmytrasiewicz
      Pages 233-246
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Other volumes

  1. Scalable Uncertainty Management

Editors and Affiliations

  • CRIL-CNRS, University of Artois, France

    Salem Benferhat

  • Department of Mathematics, Towson University, Towson, USA

    John Grant

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