Safe dissemination of census results by means of interactive probabilistic models

0410600 - UTIA-B 20010069 RIV IT eng C - Konferenční příspěvek (zahraniční konf.)
Grim, Jiří - Boček, Pavel - Pudil, Pavel
Safe dissemination of census results by means of interactive probabilistic models.
Rome: European Communities, 2001. ISBN 92-894-1176-5. In: Proceedings of the ETK-NTTS 2001 Conference. - (Nanopoulos, P.; Wilkinson, D.), s. 849-856
[Exchange of Technology and Know-How and New Techniques and Technologies for Statistics. Hersonissos (GR), 18.06.2001-22.06.2001]
Grant CEP: GA ČR GA402/01/0981; GA AV ČR KSK1019101
Výzkumný záměr: AV0Z1075907
Klíčová slova: dissemination of census information * probabilistic models * probabilistic experts system
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum

We discuss the recently proposed method of interactive user-friendly presentation of census results by means of the probabilistic expert system PES. The method is based on estimating a probabilistic model of the original microdata in form of a discrete distribution mixture which can be used as a knowledge base of PES. The final software product derives the statistical census information interactively from the estimated model without any risk of disclosure of individual respondents.
Trvalý link: http://hdl.handle.net/11104/0130689