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Entity Resolution with Weighted Constraints

Shen, Zeyu; Wang, Qing (Ms)


Constraints ubiquitously exist in many real-life applications for entity resolution (ER). However, it is always challenging to effectively specify and efficiently use constraints when performing ER tasks. In particular, not every constraint is equally effective or robust, and using weights to express the “confidences” on constraints becomes a natural choice. In this paper, we study entity resolution (ER) (i.e., the problem of determining which records in a database refer to the same entities)...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Journal article
Source: Lecture Notes in Computer Science (LNCS)


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