• DocumentCode
    569308
  • Title

    Towards Efficient Sport Data Integration through Semantic Annotation

  • Author

    Nguyen, Quang-Minh ; Cao, Tuan-Dung ; Nguyen, Hoang-Cong ; Hagino, Tatsuya

  • Author_Institution
    Sch. of Electron. & Telecommun., Hanoi Univ. of Sci. & Technol., Hanoi, Vietnam
  • fYear
    2012
  • fDate
    17-19 Aug. 2012
  • Firstpage
    99
  • Lastpage
    106
  • Abstract
    In news genre, the sport domain is one of great interest to audiences on many occasions. The explosion of Internet these days leads to many obstacles for users in searching information due to enormous amount of data collected from multiple media streams. In this case, Semantic Web is believed to bring a solution for information integration. In this paper, we introduce a novel approach for an integration system of sports information using semantic web. Semantic annotation of sport news on the web is a way to bring success to our system. We propose an algorithm to generate semantic annotations of sport news that relies on the ontology. Named entities recognition is improved by integrating the KIM information extraction system with this ontology, which is dedicated for sport domain. The concepts and relations of ontology detected in the text are combined with these entities to capture the semantic. Initial experiments on soccer news demonstrated promising results.
  • Keywords
    data integration; knowledge acquisition; ontologies (artificial intelligence); semantic Web; sport; Internet; KIM information extraction system; multiple media streams; named entities recognition; semantic Web; soccer news; sport data integration; sport domain; sport semantic annotation; sports information integration system; text ontology detection; Educational institutions; Information retrieval; Knowledge based systems; Ontologies; Organizations; Semantic Web; Semantics; Information integration; Ontology; semantic annotation generation; semantic web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge and Systems Engineering (KSE), 2012 Fourth International Conference on
  • Conference_Location
    Danang
  • Print_ISBN
    978-1-4673-2171-6
  • Type

    conf

  • DOI
    10.1109/KSE.2012.21
  • Filename
    6299405