• DocumentCode
    3080868
  • Title

    Semantic sense extraction from Wikipedia pages

  • Author

    Pirrone, Roberto ; Pipitone, Arianna ; Russo, Giuseppe

  • Author_Institution
    Dipt. di Ing. Inf. (DINFO), Univ. degli Studi di Palermo, Palermo, Italy
  • fYear
    2010
  • fDate
    13-15 May 2010
  • Firstpage
    543
  • Lastpage
    547
  • Abstract
    This paper discusses a modality to access and to organize unstructured contents related to a particular topic coming from the access to Wikipedia pages. The proposed approach is focused on the acquisition of new knowledge from Wikipedia pages and is based on the definition of useful patterns able to extract and identify novel concepts and relations to be added in the knowledge base. We proposes a method that uses information from the wiki page´s structure. According to the different part of the page we define different strategies to obtain new concepts or relation between them. We analyze not only structure but text directly to obtain relations and concepts and to extract the type of relations to be incorporated in a domain ontology. The purpose is to use the obtained information in an intelligent tutoring system to improve his capabilities in dialogue management with users.
  • Keywords
    Web sites; content management; intelligent tutoring systems; ontologies (artificial intelligence); Wikipedia pages; dialogue management; domain ontology; intelligent tutoring system; knowledge acquisition; semantic sense extraction; unstructured content organization; Collaboration; Data mining; Encyclopedias; Information resources; Intelligent systems; Knowledge acquisition; Ontologies; Pattern matching; Resource management; Wikipedia; Knowledge Acquisition; Wikipedia Pages; semantic sense extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Human System Interactions (HSI), 2010 3rd Conference on
  • Conference_Location
    Rzeszow
  • Print_ISBN
    978-1-4244-7560-5
  • Type

    conf

  • DOI
    10.1109/HSI.2010.5514514
  • Filename
    5514514