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A theoretical framework for knowledge-based entity resolution

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

Description

Entity resolution is the process of determining whether a collection of entity representations refer to the same entity in the real world. In this paper we introduce a theoretical framework that supports knowledge-based entity resolution. From a logical point of view, the expressive power of the framework is equivalent to a decidable fragment of first-order logic including conjunction, disjunction and a certain form of negation. Although the framework is expressive for representing knowledge...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Journal article
URI: http://hdl.handle.net/1885/67351
Source: Theoretical Computer Science
DOI: 10.1016/j.tcs.2014.06.030

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