This article presents the results of a study algorithms, methods and approaches to depersonalization enrichment data, including personal data. Among types data enrichment, demographic, geographic behavioral enrichments were considered, as well statistical, semantic pragmatic algorithms studied. In addition categories ontology namely expressive ontologies, lightweight ontologies such taxonomies,...