• DocumentCode
    2784051
  • Title

    The parallel algorithm of Clique and it´s application on Data Mining Grid system

  • Author

    Chen, Ping ; Liu, Zhen ; Qiao, Xiuquan ; Tian, Xiaoping

  • Author_Institution
    Center of Inf. & Network Technol., Beijing Normal Univ., Beijing, China
  • fYear
    2009
  • fDate
    6-8 Nov. 2009
  • Firstpage
    340
  • Lastpage
    343
  • Abstract
    Computing of some parameters using great amount of data is a great challenge in data mining fields so far. DMG (data mining grid) is designed to solve the computing problem. The design of the workflow service in DMG and the distributed data mining algorithm, are investigated. A sample application in telecom field customer value analysis is and illustrated. In the sample application, Clique, which is computed by parallel algorithm on data mining grid system, is an important measure in telecom social network, which benefits to enhance the precise of context-based prediction of the customer value in telecom social network and work out information in expected duration. Telecom operators can take measures to gain more profit.
  • Keywords
    customer satisfaction; data mining; grid computing; parallel algorithms; social networking (online); Clique; context-based prediction; customer value analysis; distributed data mining grid system; parallel algorithm; telecom social network; workflow service; Algorithm design and analysis; Clustering algorithms; Computer networks; Data mining; Distributed computing; Grid computing; Parallel algorithms; Parallel processing; Social network services; Telecommunication computing; Data Mining Grid; Telecom Social Network; parallel clique algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network Infrastructure and Digital Content, 2009. IC-NIDC 2009. IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-4898-2
  • Electronic_ISBN
    978-1-4244-4900-6
  • Type

    conf

  • DOI
    10.1109/ICNIDC.2009.5361004
  • Filename
    5361004