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ICDM
2005
IEEE
118views Data Mining» more  ICDM 2005»
14 years 1 months ago
A Heterogeneous Field Matching Method for Record Linkage
Record linkage is the process of determining that two records refer to the same entity. A key subprocess is evaluating how well the individual fields, or attributes, of the recor...
Steven Minton, Claude Nanjo, Craig A. Knoblock, Ma...
UAI
2004
13 years 9 months ago
A Hierarchical Graphical Model for Record Linkage
The task of matching co-referent records is known among other names as record linkage. For large record-linkage problems, often there is little or no labeled data available, but u...
Pradeep D. Ravikumar, William W. Cohen
PVLDB
2010
82views more  PVLDB 2010»
13 years 6 months ago
Record Linkage with Uniqueness Constraints and Erroneous Values
Many data-management applications require integrating data from a variety of sources, where different sources may refer to the same real-world entity in different ways and some ma...
Songtao Guo, Xin Dong, Divesh Srivastava, Remi Zaj...
SIGMOD
2006
ACM
105views Database» more  SIGMOD 2006»
14 years 7 months ago
Record linkage: similarity measures and algorithms
Nick Koudas, Sunita Sarawagi, Divesh Srivastava
EDBT
2009
ACM
98views Database» more  EDBT 2009»
14 years 2 months ago
Time-completeness trade-offs in record linkage using adaptive query processing
Roald Lengu, Paolo Missier, Alvaro A. A. Fernandes...