• DocumentCode
    2577742
  • Title

    Privacy-Aware RNN Query Processing on Location-Based Services

  • Author

    Du, Yang

  • Author_Institution
    Northeastern Univ., Boston, MA
  • fYear
    2007
  • fDate
    1-1 May 2007
  • Firstpage
    253
  • Lastpage
    257
  • Abstract
    This paper addresses how to answer the reversed nearest neighbor (RNN) queries in the location-based services when the privacy of users needs to be protected. We assume that the users´ exact locations have been blurred into spatial regions based on user-specified privacy requirements. Inspired by the concept of Voronoi cell of point data, we introduce the concept of Voronoi cell for regions (VCR) and propose the framework to answer the privacy-ware RNN queries based on computing the VCR. We also propose the techniques to compute the VCR under L1 metric efficiently.
  • Keywords
    computational geometry; data privacy; mobile computing; query processing; visual databases; Voronoi cell; location-based services; privacy-aware reversed nearest neighbor query processing; spatial database; Data privacy; Data security; Databases; Mobile communication; Monitoring; Nearest neighbor searches; Protection; Query processing; Recurrent neural networks; Video recording;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mobile Data Management, 2007 International Conference on
  • Conference_Location
    Mannheim
  • Print_ISBN
    1-4244-1241-2
  • Type

    conf

  • DOI
    10.1109/MDM.2007.53
  • Filename
    4417160