Comparative Analysis of Approximate Blocking Techniques for Entity Resolution

PROCEEDINGS OF THE VLDB ENDOWMENT, pp. 684-695, 2016.

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EI

Abstract:

Entity Resolution is a core task for merging data collections. Due to its quadratic complexity, it typically scales to large volumes of data through blocking: similar entities are clustered into blocks and pair-wise comparisons are executed only between co-occurring entities, at the cost of some missed matches. There are numerous blocking...More

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