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
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