Algorithms for cross-lingual data interlinking

Tatiana Lesnikova (1) , Jérôme David (1) , Jérôme Euzenat (1)

1 EXMO - Computer mediated exchange of structured knowledge

Linked data technologies enable to publish and link structured data on the Web. Although RDF is not about text, many RDF data providers publish their data in their own language. Cross-lingual interlinking consists of discov- ering links between identical resources across data sets in different languages. In this report, we present a general framework for interlinking resources in different languages based on associating a specific representation to each re- source and computing a similarity between these representations. We describe and evaluate three methods using this approach: the two first methods are based on gathering virtual documents and translating them and the latter one represent them as bags of identifiers from a multilingual resource (BabelNet).

Mots clés: data interlinking; cross-lingual link discovery; owl:sameAs

Domaines: Intelligence artificielle [cs.AI]; Web

Tatiana Lesnikova, Jérôme David, Jérôme Euzenat. Algorithms for cross-lingual data interlinking. [Contract] Lindicle. 2015, pp.31. ⟨hal-01180928⟩