Process Mining Dwelling Time at the Container Port using the Alpha Miner Method

Rivalno Firmansyah, Herdy Riyaldy, Bambang Jokonowo
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引用次数: 0

Abstract

The problem of measuring the dwelling time of the container logistics process at ports in developing countries is often a major problem. Therefore, process mining as a field of data science that focuses on analyzing event log data is used to perform business process analysis. In process mining, the process is a sequence of events or activities that are carried out to achieve certain goals. Event logs help an organization to find gaps between the designed business processes and the reality of the processes that occur. In this study PM4PY as a python library is used to perform process mining techniques. The results of the fitness calculation in this study indicate that the container logistics business process model is close to 0.99.
使用Alpha Miner方法在集装箱港口处理采矿停留时间
在发展中国家的港口,集装箱物流过程的停留时间测量问题往往是一个主要问题。因此,流程挖掘作为侧重于分析事件日志数据的数据科学领域,用于执行业务流程分析。在流程挖掘中,流程是为实现特定目标而执行的一系列事件或活动。事件日志帮助组织发现设计的业务流程与实际发生的流程之间的差距。在本研究中,PM4PY作为python库用于执行流程挖掘技术。本研究的适应度计算结果表明,集装箱物流业务流程模型接近0.99。
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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自引率
0.00%
发文量
66
审稿时长
43 weeks
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