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Associations between Texts and Ontology

  • Anna Wróblewska
  • Grzegorz Protaziuk
  • Robert Bembenik
  • Teresa Podsiadły-Marczykowska
Part of the Studies in Computational Intelligence book series (SCI, volume 467)

Abstract

Intelligent automatic text processing methods require linking between texts (written in natural languages) and concepts representing semantics of particular words and phrases. Concepts are supposed to be independent from languages and can be expressed as ontologies. The mapping of concepts to a specific language may be expressed as a linguistic layer of a given ontology. The paper presents a model of lexical layer that establishes relations between terms (words or phrases) and entities of a given ontology. Moreover, the layer contains representations not only of terms but also their contexts of usage. It also provides associations with commonly used lexical knowledge resources, such as WordNet, Wikipedia and DBPedia.

Keywords

Ontology lexical layer ontology localization text mining discriminators 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Anna Wróblewska
    • 1
  • Grzegorz Protaziuk
    • 1
  • Robert Bembenik
    • 1
  • Teresa Podsiadły-Marczykowska
    • 2
  1. 1.Institute of Computer ScienceWarsaw University of TechnologyWarszawaPoland
  2. 2.Institute of Biocybernetics and BioengineeringWarszawaPoland

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