Ioannis Koumarelas, PhD
Ioannis Koumarelas, PhD
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Automatic
Rule-based Matching
MDedup: Duplicate Detection with Matching Dependencies
Our system uses automatically discovered MDs, various dataset features, and known gold standards to train a model that selects MDs as duplicate detection rules. Once trained, the model can select useful MDs for duplicate detection on any new dataset.
Ioannis Koumarelas
,
Thorsten Papenbrock
,
Felix Naumann
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