1. The location swapping method for geomasking.
- Author
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Zhang, Su, Freundschuh, Scott M., Lenzer, Kate, and Zandbergen, Paul A.
- Subjects
- *
BARTER , *SPATIAL data infrastructures , *PERTURBATION theory , *FUNCTIONAL analysis , *MATHEMATICAL physics - Abstract
When locations of individual-level health data are released in the form of published maps, the identity of these individuals could be identified through reverse geocoding. Spatial data can, therefore, not be released unless the locations have been modified, for example, using aggregation or geographic masking. Geographic masking techniques apply translation or perturbations to decrease the likelihood of re-identification of individuals through reverse geocoding. The current study proposes a new geographic masking technique referred to as “location swapping.” Location swapping replaces an original location with a masked location selected from all possible locations with similar geographic characteristics within a specified neighborhood. Strengths and weaknesses of location swapping will be discussed relative to existing geographic masking techniques. The approach will be illustrated using several example data sets and a custom toolset developed for ArcGIS to automate the location swapping algorithm. [ABSTRACT FROM PUBLISHER]
- Published
- 2017
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