• DocumentCode
    1649120
  • Title

    Research on text categorization based on machine learning

  • Author

    Wanjun, Yu ; Xiaoguang, Song

  • Author_Institution
    Sch. of Inf. Eng., Northeast Dianli Univ., Jilin, China
  • Volume
    2
  • fYear
    2010
  • Firstpage
    253
  • Lastpage
    255
  • Abstract
    In recent years, text categorization based on machine learning is a widely used technology in the field of information retrieval and text mining and has gained many advances. This paper presents a survey on the up-to-date development in text categorization based on machine learning, including model, algorithm and evaluation and introduces some machine learning methods applied in text categorization.
  • Keywords
    learning (artificial intelligence); text analysis; information retrieval; machine learning method; text categorization; text mining; Probabilistic logic; Support vector machines; evaluation method; feature extraction; machine learning; text categorization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Management Science (ICAMS), 2010 IEEE International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6931-4
  • Type

    conf

  • DOI
    10.1109/ICAMS.2010.5552917
  • Filename
    5552917