Entity resolution with iterative blocking

  title={Entity resolution with iterative blocking},
  author={Steven Euijong Whang and David Menestrina and Georgia Koutrika and Martin Theobald and Hector Garcia-Molina},
  booktitle={SIGMOD Conference},
Entity Resolution (ER) is the problem of identifying which records in a database refer to the same real-world entity. An exhaustive ER process involves computing the similarities between pairs of records, which can be very expensive for large datasets. Various blocking techniques can be used to enhance the performance of ER by dividing the records into blocks in multiple ways and only comparing records within the same block. However, most blocking techniques process blocks separately and do not… CONTINUE READING
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Bigmatch: A program for extracting probable matches from a large file for record linkage

  • W. Yancey
  • US Bureau of the Census, Tech. Rep., 2002. 12
  • 2002
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