出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：In this paper, we present recent work which has been accomplished in the newly introducedresearch area of privacy preserving record linkage, and then, we present our L-fold redundantblocking scheme, that relies on the Locality-Sensitive Hashing technique for identifying similarrecords. These records have undergone an anonymization transformation using a Bloom filterbasedencoding technique. We perform an experimental evaluation of our state-of-the-artblocking method against four other rival methods and present the results by using LSHDB, anewly introduced parallel and distributed database engine.
关键词：Locality-Sensitive Hashing; Record Linkage; Privacy-Preserving Record Linkage; Entity Resolution
