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Issue No. 05 - September/October (2003 vol. 18)
ISSN: 1541-1672
pp: 16-23
Raymond Mooney , University of Texas at Austin
Mikhail Bilenko , University of Texas at Austin
Pradeep Ravikumar , Carnegie Mellon University
Stephen Fienberg , Carnegie Mellon University
William Cohen , Carnegie Mellon University
ABSTRACT
<p>Identifying approximately duplicate database records that refer to the same entity is essential for information integration. The authors review traditional approaches to solving this problem and present their recent experimental results on comparing, combining, and learning textual similarity measures for name matching.</p>
INDEX TERMS
database integration, text mining, machine learning, similarity measures
CITATION
Raymond Mooney, Mikhail Bilenko, Pradeep Ravikumar, Stephen Fienberg, William Cohen, "Adaptive Name Matching in Information Integration", IEEE Intelligent Systems, vol. 18, no. , pp. 16-23, September/October 2003, doi:10.1109/MIS.2003.1234765
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