• DocumentCode
    498910
  • Title

    A semantic pattern for restricted domain Chinese question Answering

  • Author

    Wang, Zhen-yu ; Luo, Xiao-sheng

  • Author_Institution
    Sch. of Software Eng., South China Univ. of Technol., Guangzhou, China
  • Volume
    3
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    1333
  • Lastpage
    1338
  • Abstract
    A new semantic pattern for restricted domain Chinese question answering system is proposed in this paper, which establishes the domain knowledge and lexical chains of the sentence chunk according to the question semantic roles with the help of Hownet. On this basis, the question similarity calculation, candidate question sorting and the indexing method is implemented in the question answering system using the semantic pattern. The result of the telecom product question answering system shows that the question semantic pattern is more feasible and effective than other methods.
  • Keywords
    indexing; natural language processing; query processing; Chinese question answering system; domain knowledge; indexing method; lexical chains; question similarity calculation; semantic pattern; telecom product question answering system; Computer science; Cybernetics; Data mining; Information retrieval; Knowledge engineering; Machine learning; Pattern analysis; Software engineering; Sorting; Telecommunications; Chinese Domain Question Answering System; Hownet; Semantic Pattern; Semantic role tagging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2009 International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3702-3
  • Electronic_ISBN
    978-1-4244-3703-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2009.5212300
  • Filename
    5212300