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Provenance-Aware Entity Resolution: Leveraging Provenance to Improve Quality

Wang, Qing (Ms); Schewe, Klaus-Dieter; Wang, Woods


Entity resolution (ER) - the process of identifying records that refer to the same real-world entity - pervasively exists in many application areas. Nevertheless, resolving entities is hardly ever completely accurate. In this paper, we investigate a provenance-aware framework for ER. We first propose an indexing structure that can be efficiently built for provenance storage in support of an ER process. Then a generic repairing strategy, called coordinate-split-merge (CSM), is developed to...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Journal article
Source: Lecture Notes in Computer Science (LNCS)
DOI: 10.1007/978-3-319-18120-2_28


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