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» Learning Blocking Schemes for Record Linkage
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AAAI
2006
13 years 6 months ago
Learning Blocking Schemes for Record Linkage
Record linkage is the process of matching records across data sets that refer to the same entity. One issue within record linkage is determining which record pairs to consider, si...
Matthew Michelson, Craig A. Knoblock
IQIS
2005
ACM
13 years 10 months ago
Blocking-aware private record linkage
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 ...
Ali Al-Lawati, Dongwon Lee, Patrick McDaniel
ICDM
2006
IEEE
138views Data Mining» more  ICDM 2006»
13 years 11 months ago
Adaptive Blocking: Learning to Scale Up Record Linkage
Many information integration tasks require computing similarity between pairs of objects. Pairwise similarity computations are particularly important in record linkage systems, as...
Mikhail Bilenko, Beena Kamath, Raymond J. Mooney
WIRI
2005
IEEE
13 years 10 months ago
A Fast Linkage Detection Scheme for Multi-Source Information Integration
Record linkage refers to techniques for identifying records associated with the same real-world entities. Record linkage is not only crucial in integrating multi-source databases ...
Akiko N. Aizawa, Keizo Oyama
SSDBM
2011
IEEE
234views Database» more  SSDBM 2011»
12 years 8 months ago
Privacy Preserving Group Linkage
The problem of privacy-preserving record linkage is to find the intersection of records from two parties, while not revealing any private records to each other. Recently, group li...
Fengjun Li, Yuxin Chen, Bo Luo, Dongwon Lee, Peng ...