Search

Showing total 2 results
Start Over Topic business Language french Publisher springer-verlag
2 results

2. Consistency-Based Reliability Assessment

Author

Laurent Perrussel, Laurence Cholvy, Jean-Marc Thévenin, William Raynaut, Centre National de la Recherche Scientifique - CNRS (FRANCE), Institut National Polytechnique de Toulouse - INPT (FRANCE), Office National d'Etudes et Recherches Aérospatiales - ONERA (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Université Toulouse - Jean Jaurès - UT2J (FRANCE), Université Toulouse 1 Capitole - UT1 (FRANCE), Institut de Recherche en Informatique de Toulouse - IRIT (Toulouse, France), ONERA - The French Aerospace Lab [Toulouse], ONERA, Logique, Interaction, Langue et Calcul (IRIT-LILaC), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Systèmes d’Informations Généralisées (IRIT-SIG), and Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)

Subjects
Logique en informatique, Relative reliability, Theoretical computer science, business.industry, Preorder, Axiomatic system, [INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO], Informatique et langage, Consistency (knowledge bases), Intelligence artificielle, 16. Peace & justice, [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL], Apprentissage, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], Logics and meanings of programs, Belief function theory, Artificial intelligence, business, H- INFORMATIQUE, Reliability (statistics), Mathematics
Abstract

International audience; 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.

Published
2015