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Scalable Uncertainty Management

10th International Conference, SUM 2016, Nice, France, September 21-23, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Steven Schockaert

    1. Cardiff University , Cardiff, United Kingdom

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    You can also search for this editor in PubMed   Google Scholar

  2. Pierre Senellart

    1. Télécom ParisTech , Paris, France

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9858)

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

Included in the following conference series:

Conference proceedings info: SUM 2016.

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Table of contents (27 papers)

  1. Front Matter

    Pages I-XI
    Download chapter PDF

  2. Invited Surveys

    1. Front Matter

      Pages 1-1
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    2. Combinatorial Games: From Theoretical Solving to AI Algorithms

      • Eric Duchêne
      Pages 3-17

    3. A Gentle Introduction to Reinforcement Learning

      • Ann Nowé, Tim Brys
      Pages 18-32

    4. Possibilistic Graphical Models for Uncertainty Modeling

      • Karim Tabia
      Pages 33-48

  3. Regular Papers

    1. Front Matter

      Pages 49-49
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    2. On the Explanation of SameAs Statements Using Argumentation

      • Abdallah Arioua, Madalina Croitoru, Laura Papaleo, Nathalie Pernelle, Swan Rocher
      Pages 51-66

    3. Reasoning with Multiple-Agent Possibilistic Logic

      • Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade
      Pages 67-80

    4. Incremental Preference Elicitation in Multi-attribute Domains for Choice and Ranking with the Borda Count

      • Nawal Benabbou, Serena Di Sabatino Di Diodoro, Patrice Perny, Paolo Viappiani
      Pages 81-95

    5. Graphical Models for Preference Representation: An Overview

      • Nahla Ben Amor, Didier Dubois, Héla Gouider, Henri Prade
      Pages 96-111

    6. Diffusion of Opinion and Influence

      • Laurence Cholvy
      Pages 112-125

    7. Fuzzy Labeling for Abstract Argumentation: An Empirical Evaluation

      • Célia da Costa Pereira, Mauro Dragoni, Andrea G. B. Tettamanzi, Serena Villata
      Pages 126-139

    8. A Belief-Based Approach to Measuring Message Acceptability

      • Célia da Costa Pereira, Andrea G. B. Tettamanzi, Serena Villata
      Pages 140-154

    9. Intertranslatability of Labeling-Based Argumentation Semantics

      • Sarah Alice Gaggl, Umer Mushtaq
      Pages 155-169

    10. Preference Inference Based on Pareto Models

      • Anne-Marie George, Nic Wilson
      Pages 170-183

    11. Persuasion Dialogues via Restricted Interfaces Using Probabilistic Argumentation

      • Anthony Hunter
      Pages 184-198

    12. Metric Logic Program Explanations for Complex Separator Functions

      • Srijan Kumar, Edoardo Serra, Francesca Spezzano, V. S. Subrahmanian
      Pages 199-213

    13. A Two-Stage Online Approach for Collaborative Multi-agent Planning Under Uncertainty

      • Iván Palomares, Kim Bauters, Weiru Liu, Jun Hong
      Pages 214-229

    14. \(\exists \)-ASP for Computing Repairs with Existential Ontologies

      • Jean-François Baget, Zied Bouraoui, Farid Nouioua, Odile Papini, Swan Rocher, Eric Würbel
      Pages 230-245

    15. Probabilistic Reasoning in the Description Logic \(\mathcal {ALCP}\) with the Principle of Maximum Entropy

      • Rafael Peñaloza, Nico Potyka
      Pages 246-259
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About this book

This book constitutes the refereed proceedings of the 10th International Conference on Scalable Uncertainty Management, SUM 2016, held in Nice, France, in September 2016.

The 18 regular papers and 5 short papers were carefully reviewed and selected from 35 submissions. Papers are solicited in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information. These include (but are not restricted to) applications in decision support systems, risk analysis, machine learning, belief networks, logics of uncertainty, belief revision and update, argumentation, negotiation technologies, semantic web applications, search engines, ontology systems, information fusion, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.

Editors and Affiliations

  • Cardiff University , Cardiff, United Kingdom

    Steven Schockaert

  • Télécom ParisTech , Paris, France

    Pierre Senellart

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