2016 AnOntologyDrivenApproachforSema

(Alec et al., 2016) ⇒ Céline Alec, Chantal Reynaud-Delaître, and Brigitte Safar. (2016). “An Ontology-Driven Approach for Semantic Annotation of Documents with Specific Concepts.” In: Proceedings of The Semantic Web. Latest Advances and New Domains (ESWC-2016).

Subject Headings: Ontology-Driven Semantic Annotation.

Notes

This paper deals with an ontology-driven approach for semantic annotation of documents from a corpus where each document describes an entity of a same domain. The goal is to annotate each document with concepts being too specific to be explicitly mentioned in texts. The only thing we know about the concepts is their labels, i.e., we have no semantic information about these concepts. Moreover, their characteristics in the texts are incomplete. We propose an ontology-based approach, named Saupodoc, aiming to perform this particular annotation process by combining several approaches. Indeed, Saupodoc relies on a domain ontology relative to the field under study, which has a pivotal role, on its population with property assertions coming from documents and external resources, and its enrichment with formal specific concept definitions. Experiments have been carried out in two application domains, showing the benefit of the approach compared to well-known classifiers.

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2016 AnOntologyDrivenApproachforSema	Brigitte Safar Céline Alec Chantal Reynaud-Delaître			An Ontology-Driven Approach for Semantic Annotation of Documents with Specific Concepts						2016