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Communication dans un congrès

Information quality evaluation in fusion systems

Ion George Todoran 1, 2 Laurent Lecornu 3, 1 Ali Khenchaf 4 Jean-Marc Le Caillec 1, 2
2 Lab-STICC_TB_CID_SFIIS
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
3 Lab-STICC_TB_CID_DECIDE
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
4 Lab-STICC_ENSTAB_MOM_PIM ; REMS
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
Abstract : Advances in new information and communication technology have considerably increased the quantity of available data and permitted the implementation of more and more complex processing techniques. As a result of these changes it appeared the need of evaluating the information fusion system quality and to propose to the user the information accompanied with confidence coefficients. The information fusion systems used nowadays are complex systems that are difficult to be evaluated. To overcome this problem we propose a new quality evaluation methodology based on the decomposition of the information fusion system in its elementary modules that allows the evaluation of the quality at two levels. The first one (global) that describes the entire information fusion system and the second one (local) for each elementary module. As data and information change over time, this decomposition allows to directly evaluate the global quality of the information fusion system using the local quality evaluation.
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Communication dans un congrès
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https://hal.archives-ouvertes.fr/hal-00846769
Contributeur : Bibliothèque Télécom Bretagne <>
Soumis le : vendredi 19 juillet 2013 - 19:46:00
Dernière modification le : mercredi 24 juin 2020 - 16:19:29

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  • HAL Id : hal-00846769, version 1

Citation

Ion George Todoran, Laurent Lecornu, Ali Khenchaf, Jean-Marc Le Caillec. Information quality evaluation in fusion systems. FUSION 2013 : The Sixteen International Conference on Information Fusion, Jul 2013, Istanbul, Turkey. ⟨hal-00846769⟩

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