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Febrl - An open source data cleaning, deduplication and record linkage system with a graphical user interface

Christen, Peter

Description

Matching records that refer to the same entity across data-bases is becoming an increasingly important part of many data mining projects, as often data from multiple sources needs to be matched in order to enrich data or improve its quality. Significant advances in record linkage techniques have been made in recent years. However, many new techniques are either implemented in research proof-of-concept systems only, or they are hidden within expensive 'black box' commercial software. This makes...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Conference paper
URI: http://hdl.handle.net/1885/38550
Source: Proceedings of 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
DOI: 10.1145/1401890.1402020

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