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» Behavior Based Record Linkage
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PVLDB
2010
110views more  PVLDB 2010»
13 years 3 months ago
Behavior Based Record Linkage
In this paper, we present a new record linkage approach that uses entity behavior to decide if potentially different entities are in fact the same. An entity’s behavior is extra...
Mohamed Yakout, Ahmed K. Elmagarmid, Hazem Elmelee...
DM
2002
105views more  DM 2002»
13 years 4 months ago
Research problems
This paper provides an overview of methods and systems developed for record linkage. Modern record linkage begins with the pioneering work of Newcombe and is especially based on t...
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
DMIN
2009
142views Data Mining» more  DMIN 2009»
13 years 2 months ago
Efficient Record Linkage using a Double Embedding Scheme
Record linkage is the problem of identifying similar records across different data sources. The similarity between two records is defined based on domain-specific similarity functi...
Noha Adly
CIKM
2009
Springer
13 years 8 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...