Title :
Privacy-Aware RNN Query Processing on Location-Based Services
Author_Institution :
Northeastern Univ., Boston, MA
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;
Conference_Titel :
Mobile Data Management, 2007 International Conference on
Conference_Location :
Mannheim
Print_ISBN :
1-4244-1241-2
DOI :
10.1109/MDM.2007.53