Systems and methods for record linkage and paraphrase generation using surrogate learning
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United States of America Patent
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Jan 31, 2012
Grant Date -
Sep 10, 2009
app pub date -
Feb 6, 2009
filing date -
Feb 6, 2008
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Abstract
A method of using unlabeled data to train a classifier is disclosed. In one embodiment related to record linkage, the method entails retrieving a set of candidate data records from a master database based on a least one update record. Next, a surrogate learning technique is used to identify one of the candidate data records as a match for the one update record. Lastly, the exemplary method links or merges the update record and the identified one of the candidate data records.
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