• DocumentCode
    255179
  • Title

    Fraud detection in Process Aware Information systems using MapReduce

  • Author

    Mardani, S. ; Akbari, M.K. ; Sharifian, S.

  • Author_Institution
    Dept. of Comput. Eng. & IT, Amirkabir Univ. of Technol., Tehran, Iran
  • fYear
    2014
  • fDate
    27-29 May 2014
  • Firstpage
    88
  • Lastpage
    91
  • Abstract
    Today some companies use Process Aware Information Systems to support their business processes. These Systems adopt processes to business environment quickly. Since system allows to users to change processes, system is vulnerable to fraud. Thus we need a balance between security and flexibility. The solution can be a fraud detection system, but the increasing growth of data in logs causes some difficulties. In this paper we proposed an approach that use map-reduce mechanism to implement a fraud detection method in a distributed way.
  • Keywords
    business data processing; data handling; fraud; information systems; parallel processing; security of data; MapReduce; business environment; business processes; fraud detection; process aware information systems; Computational modeling; Fraud detection; Map-reduce Mechanism; Outlier Detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Knowledge Technology (IKT), 2014 6th Conference on
  • Conference_Location
    Shahrood
  • Print_ISBN
    978-1-4799-5658-6
  • Type

    conf

  • DOI
    10.1109/IKT.2014.7030339
  • Filename
    7030339