一种基于可重构网络和事件类型的动态业务流程挖掘混合方法

Ning Li, Jianchu Kang, Weifeng Lv
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引用次数: 4

摘要

流程挖掘的目的是从业务流程管理系统生成的事件日志中提取业务流程信息,分析业务流程的运行性能。对于实际度量业务流程的一致性来说,它可能是一个有趣的工具。本文讨论了动态业务的流程挖掘问题。在同一动态业务流程的不同实例之间,通常存在一些结构和动态变化。提出了一种动态业务流程的混合流程挖掘方法。该方法基于可重构网络和事件类型。采用可重构网络对动态变化进行建模,并为挖掘算法定义了两种事件类型(start、over)。该方法提供了一种挖掘不同实例动态变化的方法,最终生成可重构工作流网络
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A hybrid approach for dynamic business process mining based on reconfigurable nets and event types
Process mining aims at extracting business process information from event log generated by Business process management systems to analyze operational performance. It can be an interesting tool for actually measuring the alignment of business process. In this paper, the process mining for dynamic business is discussed. Among different instances of the same dynamic business process, there are often some structural and dynamic changes. A hybrid process mining approach to dynamic business process is proposed. The approach is based on reconfigurable net and event types. Reconfigurable net is used for modeling dynamic changes and two event types (start, over) are defined for mining algorithm. The method presented in this paper gives a method of mining dynamic changes in different instances and finally generate a reconfigurable workflow net
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