Privacy Preserving Data Integration And Mining : Mapping Creation

Once a match has been verified and appears to be correct, humans can proceed to the step of working in conjunction with a mapping tool to refine the match into a mapping. In this step, humans typically are shown examples of data, as generated by various mapping choices, and asked to select the correct example. It is necessary to ensure that people are shown data that allows generating mappings, but does not violate privacy.