• DocumentCode
    2921579
  • Title

    Exploiting Arabic Wikipedia for automatic ontology generation: A proposed approach

  • Author

    Al-Rajebah, Nora I. ; Al-Khalifa, Hend S. ; Al-Salman, AbdulMalik S.

  • Author_Institution
    Inf. Technol. Dept., King Saud Univ., Riyadh, Saudi Arabia
  • fYear
    2011
  • fDate
    28-29 June 2011
  • Firstpage
    70
  • Lastpage
    76
  • Abstract
    Ontological models play an important role in the Semantic Web. Despite being widely spread, there are a few known attempts to build ontologies for the Arabic language. As a result, a lack of Arabic Semantic Web applications is encountered. In this paper, we propose an approach to build ontologies automatically for the Arabic language from Wikipedia. Our approach relies on the semantic field theory such that any Wikipedian article is analyzed to extract semantic relations using its infobox and the list of categories. We will also present our system architecture along with an initial evaluation to evaluate the effectiveness and correctness of the resultant ontological model.
  • Keywords
    Web sites; encyclopaedias; natural language processing; ontologies (artificial intelligence); semantic Web; Arabic Wikipedia; Arabic language; automatic ontology generation; knowledge representation; ontological model; semantic Web; semantic field theory; Electronic publishing; Encyclopedias; Feature extraction; Internet; Ontologies; Semantics; Knowledge Representation; Ontology; Relation Extraction; Wikipedia;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Semantic Technology and Information Retrieval (STAIR), 2011 International Conference on
  • Conference_Location
    Putrajaya
  • Print_ISBN
    978-1-61284-354-4
  • Electronic_ISBN
    978-1-61284-353-7
  • Type

    conf

  • DOI
    10.1109/STAIR.2011.5995767
  • Filename
    5995767