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Business Process Workarounds: What Can and Cannot Be Detected by Process Mining

机译:业务流程解决方法:流程挖掘可以且无法检测到什么

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Business process workarounds are specific forms of incompliant behavior, where employees intentionally decide to deviate from the required procedures although they are aware of them. Detecting and understanding the workarounds performed can guide organizations in redesigning and improving their processes and support systems. Existing process mining techniques for compliance checking and diagnosis of incompliant behavior rely on the available information in event logs and emphasize technological capabilities for analyzing this information. It is therefore not certain that all the forms of workaround behavior are addressed. In contrast, the paper builds on a list of generic types of workarounds found in practice, and explores whether and how they can be detected by process mining techniques. Results obtained for four workaround types in five real-life processes are reported. The remaining two types are not reflected in events logs and cannot be detected by process mining.
机译:业务流程解决方法是特定的不完整行为形式,其中员工故意决定偏离所需的程序,尽管他们知道它们。检测和了解所执行的解决方法可以指导组织重新设计和改进其流程和支持系统。现有流程挖掘技术用于合规性检查和诊断不完整行为依赖于事件日志中的可用信息,并强调技术能力以分析此信息。因此,不确定解决了所有形式的解决方案行为。相比之下,本文在实践中发现的一般类型的解决方法列表中构建,并探讨了流程挖掘技术是否可以检测到它们。报告了五个现实过程中四种解决方法类型获得的结果。剩下的两种类型没有反映在事件日志中,无法通过过程挖掘来检测。

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