Large-scale collective entity matching

Clinical Orthopaedics and Related Research, Volume 4, Issue 4, 2011, Pages 208-218.

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Keywords:
formal propertypractical settingprincipled frameworkentity matchinglarge real-life datasetsMore(6+)

Abstract:

There have been several recent advancements in Machine Learning community on the Entity Matching (EM) problem. However, their lack of scalability has prevented them from being applied in practical settings on large real-life datasets. Towards this end, we propose a principled framework to scale any generic EM algorithm. Our technique cons...More

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