• DocumentCode
    3501499
  • Title

    Application of Genetic Algorithm in Data Mining

  • Author

    Jun-shan, Tan ; Wei, He ; Yan, Qing

  • Author_Institution
    Coll. of Comput. Sci., Central South Univ. of Forestry & Technol., Changsha
  • Volume
    2
  • fYear
    2009
  • fDate
    7-8 March 2009
  • Firstpage
    353
  • Lastpage
    356
  • Abstract
    In this paper, the concept of data mining was summarized, and its significance that contributes to commerce was illustrated as well. Based on the characteristic, an important genetic algorithm which is widely used in data mining technology was proposed, whose principle and status were also expatiated. On the other hand, a best employee group of data mining algorithm based on genetic algorithm combining information management system for enterprise employees was proposed, the processes and steps which may solve problem used genetic algorithm as a example. Furthermore, the problems and challenges that data mining technology has to be faced with were discussed.
  • Keywords
    data mining; genetic algorithms; data mining; genetic algorithm; information management system; Application software; Business; Computer science; Data engineering; Data mining; Educational institutions; Educational technology; Forestry; Genetic algorithms; Materials science and technology; data mining; genetic algorithm; model; search strategy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-1-4244-3581-4
  • Type

    conf

  • DOI
    10.1109/ETCS.2009.340
  • Filename
    4959054