• DocumentCode
    2697602
  • Title

    A hybrid approach for dynamic business process mining based on reconfigurable nets and event types

  • Author

    Li, Ning ; Kang, Jianchu ; Lv, Weifeng

  • Author_Institution
    Nat. Lab. of Software Dev. Environ., Beijing Univ. of Aeronaut. & Astronaut.
  • fYear
    2005
  • fDate
    12-18 Oct. 2005
  • Firstpage
    289
  • Lastpage
    294
  • Abstract
    Process mining aims at extracting business process information from event log generated by Business process management systems to analyze operational performance. It can be an interesting tool for actually measuring the alignment of business process. In this paper, the process mining for dynamic business is discussed. Among different instances of the same dynamic business process, there are often some structural and dynamic changes. A hybrid process mining approach to dynamic business process is proposed. The approach is based on reconfigurable net and event types. Reconfigurable net is used for modeling dynamic changes and two event types (start, over) are defined for mining algorithm. The method presented in this paper gives a method of mining dynamic changes in different instances and finally generate a reconfigurable workflow net
  • Keywords
    business data processing; data mining; management of change; workflow management software; business process management system; dynamic business process mining; dynamic change mining; event log; event types; operational performance analysis; reconfigurable workflow net; Aerodynamics; Data mining; Environmental management; Extraterrestrial measurements; Information analysis; Monitoring; Performance analysis; Programming; Software development management; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    e-Business Engineering, 2005. ICEBE 2005. IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7695-2430-3
  • Type

    conf

  • DOI
    10.1109/ICEBE.2005.5
  • Filename
    1552907