Abstract
In this paper we introduce the IdentityRank algorithm, developed as part of the EU-funded project NEWS to address the problem of named entity disambiguation in the context of semantic annotation of news items. The algorithm provides a ranking of the candidate instances within an ontology which can be associated to a certain entity. In order to do so, it uses as context the metadata available in a certain news item. The algorithm has been evaluated with promising results. © Springer-Verlag Berlin Heidelberg 2007.
Cite
CITATION STYLE
Fernández, N., Blázquez, J. M., Sánchez, L., & Bernardi, A. (2007). IdentityRank: Named entity disambiguation in the context of the NEWS project. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4519 LNCS, pp. 640–654). Springer Verlag. https://doi.org/10.1007/978-3-540-72667-8_45
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