• DocumentCode
    381063
  • Title

    A human simulating mechanism for Chinese information filtering

  • Author

    Hu, Junhua ; Yang, Bo

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Jinan Univ., China
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    1582
  • Abstract
    In this paper, a mechanism of Chinese text filtering is proposed, which combines two analysis methods, top-down analysis (driven by expectation) with down-top analysis (driven by language), by analyzing and simulating human thought and behavior in manual filtering. Also, the traditional statistical method and syntax analysis of Chinese text are united by the mechanism. This technique can improve both efficiency and precision of the text filtering system.
  • Keywords
    natural languages; online front-ends; text analysis; Chinese text filtering; down-top analysis; human simulation mechanism; manual filtering; natural language processing; syntax analysis; top-down analysis; traditional statistical method; word frequency statistics; Analytical models; Brain modeling; Frequency; Humans; Information analysis; Information filtering; Information filters; Natural language processing; Natural languages; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
  • Print_ISBN
    0-7803-7268-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2002.1020853
  • Filename
    1020853