Privacy and Accuracy Monitoring Of Spatial Queries Using Voronoi Neighbors Using Data Mining

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Provided by: The International Journal of Innovative Research in Computer and Communication Engineering
Topic: Big Data
Format: PDF
The approach is based on neighborhood information derived from the Voronoi diagram of the underlying spatial data set and can handle fundamental spatial query types. It opts for a monitoring environment, the privacy model that has been employed by location cloaking and other privacy-aware approaches. The idea is that a client encapsulates its exact position in a bounding box, and the timing and mechanism with which the box is updated to the server are decided by a client-side location updater as part of PAM.
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