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Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution

Ramadan, Banda; Christen, Peter; Liang, Huizhi (Elly); Gayler, Ross


Real-time Entity Resolution (ER) is the process of matching query records in subsecond time with records in a database that represent the same real-world entity. Indexing techniques are generally used to efficiently extract a set of candidate records from the database that are similar to a query record, and that are to be compared with the query record in more detail. The sorted neighborhood indexing method, which sorts a database and compares records within a sliding window, has been...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
Source: Journal of Data and Information Quality
DOI: 10.1145/2816821


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