• DocumentCode
    3777330
  • Title

    The study of big data based on complex network—with the example of credit reference

  • Author

    Wang Cong; Ning Huicong

  • Author_Institution
    Department of Pure Mathematics, School of mathematical science, Peking University, Beijing, China
  • Volume
    1
  • fYear
    2015
  • Firstpage
    614
  • Lastpage
    617
  • Abstract
    The network of credit reference is a typical complex network in the theoretical level and practical level. In the big data era, in order to break the privacy of the credit calculation method and promote its development, this paper proposes a big data mining algorithm on the network of credit reference, which modifies the algorithm of traditional machine learning algorithm and the algorithm of HMM to calculate the credit score.
  • Keywords
    "Big data","Hidden Markov models","Machine learning algorithms","Complex networks","Data mining","Bayes methods","History"
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Network Technology (ICCSNT), 2015 4th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICCSNT.2015.7490821
  • Filename
    7490821