Boosting the Efficiency of Large-Scale Entity Resolution with Enhanced Meta-Blocking

Big Data Research, pp. 43-63, 2016.

Cited by: 13|Views18
EI

Abstract:

Entity Resolution constitutes a quadratic task that typically scales to large entity collections through blocking. The resulting blocks can be restructured by Meta-blocking to raise precision at a limited cost in recall. At the core of this procedure lies the blocking graph, where the nodes correspond to entities and the edges connect the...More

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