6533b7cffe1ef96bd1258d85
RESEARCH PRODUCT
MODELLING USER UNCERTAINTY FOR DISCLOSURE RISK AND DATA UTILITY
Stephen E. FienbergMario Trottinisubject
Bayes estimatorArtificial IntelligenceControl and Systems EngineeringComputer scienceSimple (abstract algebra)Data miningcomputer.software_genreInformation theoryData releasecomputerSoftwareInformation Systemsdescription
In this paper we show how a simple model that captures user uncertainty can be used to define suitable measures of disclosure risk and data utility. The model generalizes previous results of Duncan and Lambert.1 We present several examples to illustrate how the new measures can be used to implement existing optimality criteria for the choice of the best form of data release.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2002-10-01 | International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems |