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CORR
2010
Springer
143views Education» more  CORR 2010»
13 years 5 months ago
Parallel Sorted Neighborhood Blocking with MapReduce
: Cloud infrastructures enable the efficient parallel execution of data-intensive tasks such as entity resolution on large datasets. We investigate challenges and possible solution...
Lars Kolb, Andreas Thor, Erhard Rahm
ICDE
2010
IEEE
181views Database» more  ICDE 2010»
13 years 5 months ago
Toward large scale data-aware search: Ranking, indexing, resolution and beyond
Abstract— As the Web has evolved into a data-rich repository, with the standard “page view,” current search engines are becoming increasingly inadequate. To realize data-awar...
Tao Cheng, K. C.-C. Chang
VLDB
2009
ACM
168views Database» more  VLDB 2009»
14 years 5 months ago
Swoosh: a generic approach to entity resolution
Omar Benjelloun, Hector Garcia-Molina, David Menes...
KDD
2006
ACM
121views Data Mining» more  KDD 2006»
14 years 5 months ago
Query-time entity resolution
The goal of entity resolution is to reconcile database references corresponding to the same real-world entities. Given the abundance of publicly available databases where entities...
Indrajit Bhattacharya, Lise Getoor, Louis Licamele
SDM
2009
SIAM
126views Data Mining» more  SDM 2009»
14 years 2 months ago
An Entity Based Model for Coreference Resolution.
Recently, many advanced machine learning approaches have been proposed for coreference resolution; however, all of the discriminatively-trained models reason over mentions rather ...
Michael L. Wick, Aron Culotta, Khashayar Rohaniman...