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CIKM
2009
Springer
14 years 2 months ago
Robust record linkage blocking using suffix arrays
Record linkage is an important data integration task that has many practical uses for matching, merging and duplicate removal in large and diverse databases. However, a quadratic ...
Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Chr...
DMKD
2004
ACM
139views Data Mining» more  DMKD 2004»
14 years 4 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
IQIS
2005
ACM
14 years 4 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
WIRI
2005
IEEE
14 years 4 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
ICDM
2005
IEEE
185views Data Mining» more  ICDM 2005»
14 years 4 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
DEXA
2009
Springer
177views Database» more  DEXA 2009»
14 years 5 months ago
A Versatile Record Linkage Method by Term Matching Model Using CRF
We solve the problem of record linkage between databases where record fields are mixed and permuted in different ways. The solution method uses a conditional random fields model...
Quang Minh Vu, Atsuhiro Takasu, Jun Adachi
ICDE
2009
IEEE
159views Database» more  ICDE 2009»
14 years 5 months ago
Efficient Private Record Linkage
— Record linkage is the computation of the associations among records of multiple databases. It arises in contexts like the integration of such databases, online interactions and...
Mohamed Yakout, Mikhail J. Atallah, Ahmed K. Elmag...
EDBT
2010
ACM
116views Database» more  EDBT 2010»
14 years 5 months ago
HARRA: fast iterative hashed record linkage for large-scale data collections
We study the performance issue of the “iterative” record linkage (RL) problem, where match and merge operations may occur together in iterations until convergence emerges. We ...
Hung-sik Kim, Dongwon Lee