• DocumentCode
    1905187
  • Title

    ID3 Decision Tree in Fraud Detection Application

  • Author

    Zou, Kaiqi ; Sun, Wenming ; Yu, Hongzhi ; Liu, Fengxin

  • Author_Institution
    Coll. of Inf. Eng., Dalian Univ., Dalian, China
  • Volume
    3
  • fYear
    2012
  • fDate
    23-25 March 2012
  • Firstpage
    399
  • Lastpage
    402
  • Abstract
    In this paper, data mining technology is applied to fraud detection, established the fraud detection model, described the process of creating the fraud detection model, then established data model with ID3 decision tree, and established example of fraud detection model by using this model. At last, pointed out the application fields of fraud detection model.
  • Keywords
    data mining; decision trees; fraud; law; ID3 decision tree; data mining technology; fraud detection application; Classification algorithms; Computational modeling; Data mining; Data models; Decision trees; Educational institutions; ID3 decision tree; data mining; fraud detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-0689-8
  • Type

    conf

  • DOI
    10.1109/ICCSEE.2012.241
  • Filename
    6188314
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1905187