• DocumentCode
    2383492
  • Title

    Search-based short-text classification

  • Author

    Wei, Kang ; Zhang, Ruiquan ; Xu, Xinguo

  • Author_Institution
    Nat. Comput. Syst. Eng. Res., Beijing, China
  • fYear
    2010
  • fDate
    1-3 Dec. 2010
  • Firstpage
    297
  • Lastpage
    301
  • Abstract
    Since the traditional classification algorithm does not work well in the case of short-text classification, we propose a search-based method employing Na´iveBayes classification algorithm. This paper describes the whole process, including the classification algorithms, training and the evaluation. The results indicate that the classifier has better performance comparing with other methods.
  • Keywords
    Bayes methods; classification; information retrieval; text analysis; Na´iveBayes classification algorithm; search-based method; search-based short-text classification; NarveBayes; search engine; short text; text classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing and Applications (ICPCA), 2010 5th International Conference on
  • Conference_Location
    Maribor
  • Print_ISBN
    978-1-4244-9144-5
  • Type

    conf

  • DOI
    10.1109/ICPCA.2010.5704116
  • Filename
    5704116