• DocumentCode
    1965423
  • Title

    Parallel Research of Sequential Pattern Data Mining Algorithm

  • Author

    Jinlin, Wang ; Xi, Chen ; Kefa, Zhou ; Wei, Wang

  • Author_Institution
    Xinjiang Inst. of Geogr. & Ecology, Chinese Acad. of Sci., Urumqi
  • Volume
    4
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    348
  • Lastpage
    353
  • Abstract
    Sequential pattern has important applications in many areas and a large number of data and patterns need efficient and scalable parallel algorithm. In light of the widespread problem in current sequential pattern data mining algorithm and on the basis of researching the data mining algorithm of serial sequential pattern, a data mining algorithm of parallel sequential pattern is presented in this paper. Through theoretical analysis and experimental verification, the parallel data mining algorithm can well improve the efficiency of data mining in massive data circumstances.
  • Keywords
    data mining; parallel algorithms; experimental verification; parallel algorithm; sequential pattern data mining algorithm; serial sequential pattern; Aggregates; Algorithm design and analysis; Computer science; Data mining; Databases; Geography; Merchandise; Parallel algorithms; Software algorithms; Software engineering; data mining; frequent sequence aggregate; minimal support; parallel algorithm; sequential pattern;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Software Engineering, 2008 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-3336-0
  • Type

    conf

  • DOI
    10.1109/CSSE.2008.1077
  • Filename
    4722632