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
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