• DocumentCode
    3174683
  • Title

    A Domain-Specific Question Answering System Based on Ontology and Question Templates

  • Author

    Wang, D.S.

  • Author_Institution
    Key Lab. of Intell. Inf. Process., Chinese Acad. of Sci., Beijing, China
  • fYear
    2010
  • fDate
    9-11 June 2010
  • Firstpage
    151
  • Lastpage
    156
  • Abstract
    The rapid growth in the development of Internet-based information systems increases the demand for natural language interfaces that are easy to set up and maintain. Unfortunately, the problem of deep understanding natural language queries is far from being solved. In this paper, an automated question answering system based on domain ontology and question template is proposed, which does not need deep understanding of user´s questions. Ontology was employed to model the interesting domain, and properties of concepts are described by a collection of question templates. The system captures a user´s intention by matching his questions to predefined templates, and return answers corresponding to template´s query focus. The system has been applied to mobile service consulting area, and experimental results show that the system has high practicability as well as maintainability.
  • Keywords
    Internet; natural language interfaces; ontologies (artificial intelligence); query processing; Internet-based information systems; automated question answering system; domain ontology; domain-specific question answering system; mobile service consulting area; natural language interfaces; natural language query; question template query; Artificial intelligence; Distributed computing; Frequency; Information processing; Information retrieval; Laboratories; Multimedia databases; Natural languages; Ontologies; Software engineering; ontology; question answering system; question template;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering Artificial Intelligence Networking and Parallel/Distributed Computing (SNPD), 2010 11th ACIS International Conference on
  • Conference_Location
    London
  • Print_ISBN
    978-1-4244-7422-6
  • Electronic_ISBN
    978-1-4244-7421-9
  • Type

    conf

  • DOI
    10.1109/SNPD.2010.31
  • Filename
    5521517