Active learning of expressive linkage rules using genetic programming

A central problem in the context of the Web of Linked Data as well as in data integration in general is to identify entities in different data sources that describe the same real-world object. Many existing methods for matching entities rely on explicit linkage rules, which specify the conditions wh...

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Bibliographic Details

Published in:	Web semantics Vol. 23; pp. 2 - 15
Main Authors:	Isele, Robert, Bizer, Christian
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2013
Subjects:	Active learning ActiveGenLink Duplicate detection Entity matching Genetic programming Linkage rules Duplicate detection Linkage rules ActiveGenLink Active learning Genetic programming Entity matching
ISSN:	1570-8268, 1873-7749
Online Access:	Get full text
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