• DocumentCode
    476211
  • Title

    Research on Chinese restricted domain question answering system

  • Author

    Liu, Jie ; Fu, Ji-Bin ; Jiang, Xiao-Yu ; Chen, Kang

  • Author_Institution
    Comput. Sci. & Technol. Coll., Beijing Inst. of Technol., Beijing
  • Volume
    5
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    2585
  • Lastpage
    2590
  • Abstract
    The knowledge representing method, question semantic analysis and answer extraction algorithm are very important parts of QA (question answering system). This paper puts forward a framework which can well serve not only the simple question, but also the complex conditional question; can construct and apply ontology to drive Chinese restricted domain QA; and can conveniently extract answer by QSR (question semantic representation). Beside, the framework can automatically communicate with asker against askerpsilas fuzzy question. Firstly construct skillfully domain ontology; then analyze semantically askerpsilas question to get QSR; next automatically judge whether it is necessary to communicate with asker according to the ontology KB (knowledge base) and askerpsilas question; finally extract answer from domain ontology KB by OWLReasoner according to QSR. Through taking a consulting QA about computer maintenance as an example, we analyze its structure and implementation process, elaborate on construction of domain ontology, question semantic analysis and answer extraction algorithm. The experimental results are encouraging.
  • Keywords
    knowledge representation; natural language processing; ontologies (artificial intelligence); Chinese restricted domain question answering system; answer extraction algorithm; fuzzy question; knowledge representing method; ontology knowledge base; question semantic analysis; question semantic representation; skillfully domain ontology; Algorithm design and analysis; Computer science; Cybernetics; Dictionaries; Educational institutions; Fuzzy systems; Knowledge engineering; Machine learning; Ontologies; Pattern analysis; Knowledge representation; Ontology; Question semantic analysis; Restricted domain question answering system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620844
  • Filename
    4620844