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Unsupervised Blocking Key Selection for Real-Time Entity Resolution

Ramadan, Banda; Christen, Peter

Description

Real-time entity resolution (ER) is the process of matching query records in sub-second time with records in a database that represent the same real-world entity. Indexing is a major step in the ER process, aimed at reducing the search space by bringing similar records closer to each other using a blocking key criterion. Selecting these keys is crucial for the effectiveness and efficiency of the real-time ER process. Traditional indexing techniques require domain knowledge for optimal key...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
URI: http://hdl.handle.net/1885/103767
Source: Efficient Interactive Training Selection for Large-Scale Entity Resolution
DOI: 10.1007/978-3-319-18032-8_45

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