Process Diagnostics: a Method Based on Process Mining

被引:73
作者
Bozkaya, Melike [1 ]
Gabriels, Joost [2 ]
van der Werf, Jan Martijn [2 ]
机构
[1] Tech Univ Eindhoven, Lab Qual Software, LaQuSo, POB 513, NL-5600 MB Eindhoven, Netherlands
[2] Radboud Univ Nijmegen, Lab Qual Software, LaQuSo, NL-5600 MB Eindhoven, Netherlands
来源
INTERNATIONAL CONFERENCE ON INFORMATION, PROCESS, AND KNOWLEDGE MANAGEMENT: EKNOW 2009, PROCEEDINGS | 2009年
关键词
process management; process analysis; process mining; information system design; PROCESS MODELS; EVENT LOGS;
D O I
10.1109/eKNOW.2009.29
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:22 / +
页数:2
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