Overcoming schema heterogeneity between linked semantic repositories to improve coreference resolution

Nikolov, Andriy; Uren, Victoria; Motta, Enrico and De Roeck, Anne (2009). Overcoming schema heterogeneity between linked semantic repositories to improve coreference resolution. In: 4th Asian Semantic Web Conference (ASWC 2009), 7-9 Dec 2009, Shanghai, China.

Full text available as:

Preview

PDF (Accepted Manuscript) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
Download (272Kb)

PDF (Not Set) (Cover Page conversion from application/pdf to application/pdf) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader

DOI (Digital Object Identifier) Link:	http://dx.doi.org/doi:10.1007/978-3-642-10871-6_23
Google Scholar:	Look up in Google Scholar

Abstract

Schema heterogeneity issues often represent an obstacle for discovering coreference links between individuals in semantic data repositories. In this paper we present an approach, which performs ontology schema matching in order to improve instance coreference resolution performance. A novel feature of the approach is its use of existing instance-level coreference links defined in third-party repositories as background knowledge for schema matching techniques. In our tests of this approach we obtained encouraging results, in particular, a substantial increase in recall in comparison with existing sets of coreference links.

Item Type:	Conference Item
Copyright Holders:	2009 Springer-Verlag Berlin Heidelberg
ISSN:	0302-9743
Academic Unit/Department:	Knowledge Media Institute Mathematics, Computing and Technology
Interdisciplinary Research Centre:	Centre for Research in Computing (CRC)
Item ID:	23438
Depositing User:	Kay Dave
Date Deposited:	14 Oct 2010 11:25
Last Modified:	18 May 2013 00:38
URI:	http://oro.open.ac.uk/id/eprint/23438

Actions (login may be required)

	View Item
	Report issue / request change

Policies | Disclaimer