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Scalable Uncertainty Management

Second International Conference, SUM 2008, Naples, Italy, October 1-3, 2008, Proceedings

  • Conference proceedings
  • © 2008

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Editors:
  1. Sergio Greco

    1. DEIS, Univ. della Calabria, Rende, Italy

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  2. Thomas Lukasiewicz

    1. Computing Laboratory, University of Oxford, Oxford, UK

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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 5291)

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

Included in the following conference series:

Conference proceedings info: SUM 2008.

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Table of contents (30 papers)

  1. Front Matter

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  2. Consistent Query Answering: The First Ten Years

    • Jan Chomicki
    Pages 1-3

  3. Heavy Tails and Web Models

    • Prabhakar Raghavan
    Pages 4-4

  4. Managing Probabilistic Data with MystiQ: The Can-Do, the Could-Do, and the Can’t-Do

    • Christopher Re, Dan Suciu
    Pages 5-18

  5. Frequent Itemset Mining from Databases Including One Evidential Attribute

    • Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane, Khaled Mellouli
    Pages 19-32

  6. Evaluating Trustworthiness from Past Performances: Interval-Based Approaches

    • Jonathan Ben-Naim, Henri Prade
    Pages 33-46

  7. A Comparative Study of Six Formal Models of Causal Ascription

    • Salem Benferhat, Jean-François Bonnefon, Philippe Chassy, Rui Da Silva Neves, Didier Dubois, Florence Dupin de Saint-Cyr et al.
    Pages 47-62

  8. An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs

    • Salem Benferhat, Karim Tabia
    Pages 63-77

  9. Transitive Observation-Based Causation, Saliency, and the Markov Condition

    • Jean-François Bonnefon, Didier Dubois, Henri Prade
    Pages 78-91

  10. A Family of Tolerant Antidivision Operators for Database Fuzzy Querying

    • Patrick Bosc, Olivier Pivert
    Pages 92-105

  11. Uncertainty Management for the Retrieval of Economic Information from Distributed Markets

    • René Brunner, Felix Freitag, Leandro Navarro
    Pages 106-119

  12. Loopy Propagation in a Probabilistic Description Logic

    • Fabio Gagliardi Cozman, Rodrigo Bellizia Polastro
    Pages 120-133

  13. On the Performance of Fuzzy Data Querying

    • Mariela Curiel, Claudia González, Leonid Tineo, Angélica Urrutia
    Pages 134-145

  14. Tractable Reasoning with Bayesian Description Logics

    • Claudia d’Amato, Nicola Fanizzi, Thomas Lukasiewicz
    Pages 146-159

  15. Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases

    • Nicola Di Mauro, Teresa M. A. Basile, Stefano Ferilli, Floriana Esposito
    Pages 160-173

  16. Fusing Uncertain Structured Spatial Information

    • Florence Dupin de Saint-Cyr, Robert Jeansoulin, Henri Prade
    Pages 174-188

  17. A Neuro Fuzzy Approach for Handling Structured Data

    • Alessio Ferone, Alfredo Petrosino
    Pages 189-200

  18. A Framework for the Partial Evaluation of SPARQL Queries

    • Sergio Flesca, Filippo Furfaro, Andrea Pugliese
    Pages 201-214

  19. An Evolutionary Perspective on Approximate RDF Query Answering

    • Christophe Guéret, Eyal Oren, Stefan Schlobach, Martijn Schut
    Pages 215-228

  20. Clustering Uncertain Data Via K-Medoids

    • Francesco Gullo, Giovanni Ponti, Andrea Tagarelli
    Pages 229-242
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  1. Scalable Uncertainty Management

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About this book

This book constitutes the refereed proceedings of the Second International Conference on Scalable Uncertainty Management, SUM 2008, held in Naples, Italy, in Oktober 2008. The 27 revised full papers presented together with the extended abstracts of 3 invited talks/tutorials were carefully reviewed and selected from 42 submissions. The papers address artificial intelligence researchers, database researchers, and practitioners to demonstrate theoretical techniques required to manage the uncertainty that arises in large scale real world applications and to cope with large volumes of uncertainty and inconsistency in databases, the Web, the semantic Web, and artificial intelligence in general.

Editors and Affiliations

  • DEIS, Univ. della Calabria, Rende, Italy

    Sergio Greco

  • Computing Laboratory, University of Oxford, Oxford, UK

    Thomas Lukasiewicz

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