Blocking-Aware private record linkage

Research output: Chapter in Book/Report/Conference proceedingConference contribution

61 Scopus citations

Abstract

In this paper, the problem of quickly matching records (i.e., record linkage problem) from two autonomous sources without revealing privacy to the other parties is considered. In particular, our focus is to devise secure blocking scheme to improve the performance of record linkage significantly while being secure. Although there have been works on private record linkage, none has considered adopting the blocking framework. Therefore, our proposed blocking-Aware private record linkage can perform large-scale record linkage without revealing privacy. Preliminary experimental results showing the potential of the proposal are reported.

Original languageEnglish (US)
Title of host publicationProceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005
PublisherAssociation for Computing Machinery, Inc
Pages59-68
Number of pages10
ISBN (Electronic)1595931600, 9781595931603
DOIs
StatePublished - Jun 17 2005
Event2nd International Workshop on Information Quality in Information Systems, IQIS 2005 - Baltimore, United States
Duration: Jun 17 2005 → …

Publication series

NameProceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005

Other

Other2nd International Workshop on Information Quality in Information Systems, IQIS 2005
CountryUnited States
CityBaltimore
Period6/17/05 → …

All Science Journal Classification (ASJC) codes

  • Information Systems

Cite this