• DocumentCode
    2709183
  • Title

    Question Matching Based on Domain Ontology and Description Logic

  • Author

    Fu, Jibin ; Li, Shuhong ; Qu, Youli

  • Author_Institution
    Sch. of Comput. & Inf. Eng., Henan Univ. of Finance & Econ., Zhengzhou, China
  • fYear
    2010
  • fDate
    7-10 May 2010
  • Firstpage
    833
  • Lastpage
    838
  • Abstract
    Question matching is a key stone in web intelligent question answering system. A novel question matching algorithm based on ontology and description logic is presented in the paper. Domain knowledge represented by ontology is very important in question matching. Concepts and relations between concepts are extracted from both standard and user questions, then the concepts and relations in standard questions are translated to description logic (DL) rules, while concepts and relations in user question are translate to predicate. User questions and standard questions are matched based on description logic and matching ranking technique. The formal and semantic ability of the question matching method derived from ontology and description logic. The experimental results show the question matching algorithm is superior to methods based on word retrieve technique in precision and recall.
  • Keywords
    knowledge representation languages; ontologies (artificial intelligence); query processing; semantic Web; Web intelligent question answering system; description logic rules; domain ontology; matching ranking technique; question matching algorithm; word retrieve technique; Costs; Finance; Frequency; Information technology; Intelligent systems; Knowledge engineering; Knowledge representation; Logic; Ontologies; Research and development; description logic; domain ontology; question matching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Research and Development, 2010 Second International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-0-7695-4043-6
  • Type

    conf

  • DOI
    10.1109/ICCRD.2010.151
  • Filename
    5489474