DocumentCode :
2723207
Title :
Process Diagnostics: A Method Based on Process Mining
Author :
Bozkaya, Melike ; Gabriels, Joost ; Werf, J.
Author_Institution :
Lab. for Quality Software, Tech. Univ. Eindhoven, Eindhoven
fYear :
2009
fDate :
1-7 Feb. 2009
Firstpage :
22
Lastpage :
27
Abstract :
As organizations change, their information systems can evolve from simple systems to complex systems, which are hard to understand, and therefore hard to maintain or extend. Process mining can help organizations in trying to understand the information systems by analyzing the system.In this paper we propose a methodology to perform process diagnostics, based on process mining. Given an event log of an information system within an organization, process diagnostics gives a broad overview of the organization´s process(es) within a short period of time. In the process diagnostics methodology, several perspectives of the process are highlighted. The outcome covers the control flow perspective, the performance perspective and the organizational perspective. We used the methodology on a case study for a Dutch governmental organization.
Keywords :
data mining; information systems; large-scale systems; Dutch governmental organization; complex systems; information systems; organizational perspective; process diagnostics methodology; process mining; Control systems; Information analysis; Information systems; Knowledge management; Laboratories; Management information systems; PROM; Performance analysis; Software quality; Throughput; information system design; process analysis; process management; process mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information, Process, and Knowledge Management, 2009. eKNOW '09. International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3362-9
Electronic_ISBN :
978-0-7695-3531-9
Type :
conf
DOI :
10.1109/eKNOW.2009.29
Filename :
4782560
Link To Document :
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