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» Record linkage: similarity measures and algorithms
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SIGMOD
2006
ACM
105views Database» more  SIGMOD 2006»
14 years 4 months ago
Record linkage: similarity measures and algorithms
Nick Koudas, Sunita Sarawagi, Divesh Srivastava
DMKD
2004
ACM
139views Data Mining» more  DMKD 2004»
13 years 10 months ago
Iterative record linkage for cleaning and integration
Record linkage, the problem of determining when two records refer to the same entity, has applications for both data cleaning (deduplication) and for integrating data from multipl...
Indrajit Bhattacharya, Lise Getoor
ICDM
2006
IEEE
138views Data Mining» more  ICDM 2006»
13 years 10 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
ICDM
2005
IEEE
185views Data Mining» more  ICDM 2005»
13 years 10 months ago
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...
Mikhail Bilenko, Sugato Basu, Mehran Sahami
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 ...