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» Efficient Techniques for Online Record Linkage
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TKDE
2011
363views more  TKDE 2011»
12 years 11 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
ICDE
2009
IEEE
159views Database» more  ICDE 2009»
13 years 11 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...
KDD
2008
ACM
176views Data Mining» more  KDD 2008»
14 years 5 months ago
Febrl -: an open source data cleaning, deduplication and record linkage system with a graphical user interface
Matching records that refer to the same entity across databases is becoming an increasingly important part of many data mining projects, as often data from multiple sources needs ...
Peter Christen
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...
ICDE
2007
IEEE
122views Database» more  ICDE 2007»
14 years 6 months ago
Group Linkage
Poor quality data is prevalent in databases due to a variety of reasons, including transcription errors, lack of standards for recording database fields, etc. To be able to query ...
Byung-Won On, Nick Koudas, Dongwon Lee, Divesh Sri...