• DocumentCode
    2009726
  • Title

    Three term weighting and classification algorithms in text automatic classification

  • Author

    Diao, Qian

  • Author_Institution
    Shanghai Jiaotong Univ., China
  • Volume
    2
  • fYear
    2000
  • fDate
    14-17 May 2000
  • Firstpage
    629
  • Abstract
    Three automatic text classification algorithms are provided. They are the Bayes method based on Bayes theorem and IDF (Invert Document Frequency), VSM based on Shannon entropy and a fuzzy method based on fuzzy theory. Furthermore, the method of combining term weighting methods with three classification algorithms is also provided in the paper.
  • Keywords
    Bayes methods; classification; entropy; fuzzy set theory; text analysis; Bayes method; Bayes theorem; Invert Document Frequency; Shannon entropy; VSM; automatic text classification algorithms; fuzzy method; fuzzy theory; term weighting algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing in the Asia-Pacific Region, 2000. Proceedings. The Fourth International Conference/Exhibition on
  • Conference_Location
    Beijing, China
  • Print_ISBN
    0-7695-0589-2
  • Type

    conf

  • DOI
    10.1109/HPC.2000.843510
  • Filename
    843510
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2009726