• DocumentCode
    2309187
  • Title

    A MA-based Web document classification algorithm

  • Author

    Sun, Xia ; Wang, Ziqiang ; Zhang, Dexian

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Henan Univ. of Technol., Zhengzhou
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    952
  • Lastpage
    955
  • Abstract
    The amount of online document has grown greatly in recent years due to the increase in popularity of the World Wide Web. Thus, developing an efficient document classification method to automatically manipulate Web document is of great importance. A novel memetic algorithm (MA)-based document classification algorithm is presented in this paper. The experimental results show that the proposed algorithm achieves much better performance than other related classification algorithms.
  • Keywords
    Internet; document handling; MA-based Web document classification; World Wide Web; memetic algorithm; Classification algorithms; Databases; Evolutionary computation; Genetic algorithms; Internet; Machine learning; Machine learning algorithms; Support vector machine classification; Support vector machines; Web mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine and Education, 2008. ITME 2008. IEEE International Symposium on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-3616-3
  • Electronic_ISBN
    978-1-4244-2511-2
  • Type

    conf

  • DOI
    10.1109/ITME.2008.4744008
  • Filename
    4744008