Parallel meta-blocking for scaling entity resolution over big heterogeneous data

Inf. Syst., Volume 65, Issue C, 2017, Pages 137-157.

Cited by: 53|Views42
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Abstract:

Entity resolution constitutes a crucial task for many applications, but has an inherently quadratic complexity. In order to enable entity resolution to scale to large volumes of data, blocking is typically employed: it clusters similar entities into (overlapping) blocks so that it suffices to perform comparisons only within each block. To...More

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