Revistes Publicacions URV: SORT - Statistics and Operations Research Transactions> 2017

A quadtree approach based on European geographic grids: reconciling data privacy and accuracy

  • Dades identificatives

    Identificador: RP:4679
    Autors:
    Martori, Joan CarlesOller, RamonLagonigro, Raymond
    Resum:
    Methods to preserve confidentiality when publishing geographic information conflict with the need to publish accurate data. The goal of this paper is to create a European geographic grid frame- work to disseminate statistical data over maps. We propose a methodology based on quadtree hierarchical geographic data structures. We create a varying size grid adapted to local area densities. High populated zones are disaggregated in small squares to allow dissemination of accurate data. Alternatively, information on low populated zones is published in big squares to avoid identification of individual data. The methodology has been applied to the 2014 population register data in Catalonia
  • Altres:

    Autor segons l'article: Martori, Joan Carles Oller, Ramon Lagonigro, Raymond
    Paraules clau: Official statistics
    Resum: Methods to preserve confidentiality when publishing geographic information conflict with the need to publish accurate data. The goal of this paper is to create a European geographic grid frame- work to disseminate statistical data over maps. We propose a methodology based on quadtree hierarchical geographic data structures. We create a varying size grid adapted to local area densities. High populated zones are disaggregated in small squares to allow dissemination of accurate data. Alternatively, information on low populated zones is published in big squares to avoid identification of individual data. The methodology has been applied to the 2014 population register data in Catalonia
    Any de publicació de la revista: 2017
    Tipus de publicació: ##rt.metadata.pkp.peerReviewed## info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article
  • Paraules clau:

    Official statistics
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