Adaptive Name Matching in Information Integration

Authors:
Mikhail Bilenko;Raymond Mooney;William Cohen;Pradeep Ravikumar;Stephen Fienberg
Affiliations:
University of Texas at Austin;University of Texas at Austin;Carnegie Mellon University;Carnegie Mellon University;Carnegie Mellon University
Venue:
IEEE Intelligent Systems
Year:
2003

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Abstract

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.