Process Mining for Improvement of IT Service in Automobile Industry

Phurint Phasom, Nattawut Chum-Im, K. Kungcharoen, Nucharee Premchaiswadi, W. Premchaiswadi
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引用次数: 1

Abstract

This research presents the use process mining of the IT service process of an automotive company to identify deviations in their IT services processes, increasing productivity and quality of IT service. The research uses information from the BPI Conference 2013 held in Beijing, China, on August 26, 2013. The paper goes through the log to analyze the entire service process using various process mining techniques in the following area, Push-to-Front Analysis, Ping-Pong Behavior, Analysis of wait user, Process Conformity, and performance. As a result, the research discovers the status of the service performance and the deviation of the process. Moreover, we present our valuable insights into the actual process of the company.
汽车行业IT服务改进的流程挖掘
本研究提出对某汽车公司的IT服务流程进行使用流程挖掘,以识别其IT服务流程中的偏差,从而提高IT服务的生产率和质量。该研究使用了2013年8月26日在中国北京举行的2013年BPI会议的信息。本文通过对日志的分析,利用以下领域的各种流程挖掘技术对整个服务流程进行分析:Push-to-Front Analysis、乒乓行为分析、等待用户分析、流程一致性分析和性能分析。由此,研究发现了服务绩效的现状和过程偏差。此外,我们对公司的实际流程提出了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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