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» A Heterogeneous Field Matching Method for Record Linkage
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TKDE
2011
363views more  TKDE 2011»
13 years 2 months ago
Efficient Techniques for Online Record Linkage
—The need to consolidate the information contained in heterogeneous data sources has been widely documented in recent years. In order to accomplish this goal, an organization mus...
Debabrata Dey, Vijay S. Mookerjee, Dengpan Liu
EDBT
2012
ACM
224views Database» more  EDBT 2012»
11 years 9 months ago
Aggregate queries on probabilistic record linkages
Record linkage analysis, which matches records referring to the same real world entities from different data sets, is an important task in data integration. Uncertainty often exi...
Ming Hua, Jian Pei
AAAI
2006
13 years 8 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
WIRI
2005
IEEE
14 years 28 days 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
PVLDB
2010
110views more  PVLDB 2010»
13 years 5 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...