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Consistency-Based Reliability Assessment

Cholvy, Laurence and Perrussel, Laurent and Raynaut, William and Thévenin, Jean-Marc Consistency-Based Reliability Assessment. (2015) In: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2015), 15 July 2015 - 17 July 2015 (Compiègne, France).

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Official URL: http://dx.doi.org/10.1007/978-3-319-20807-7_22


This paper addresses the question of assessing the relative reliability of unknown information sources. We propose to consider a phase during which the consistency of information they report is analysed, whether it is the consistency of each single report, or the consistency of a report w.r.t. some trusted knowledge or the consistency of different reports together. We adopt an axiomatic approach by first giving postulates which characterize how the resulting reliability preorder should be; then we define a family of operators for building this preorder and demonstrate that it satisfies the proposed postulates.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9161 Lecture Notes in Computer Science ISSN : 0302-9743. ISBN: 978-3-319-20806-0. The original PDF is available at : http://link.springer.com/chapter/10.1007%2F978-3-319-20807-7_22
HAL Id:hal-01316842
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Office National d'Etudes et Recherches Aérospatiales - ONERA (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Deposited On:21 Apr 2016 12:03

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