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From IHE Audit Trails to XES Event Logs Facilitating Process Mining

机译:从IHE审计跟踪到XES事件日志促进流程挖掘

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Recently Business Intelligence approaches like process mining are applied to the healthcare domain. The goal of process mining is to gain process knowledge, compliance and room for improvement by investigating recorded event data. Previous approaches focused on process discovery by event data from various specific systems. IHE, as a globally recognized basis for healthcare information systems, defines in its ATNA profile how real-world events must be recorded in centralized event logs. The following approach presents how audit trails collected by the means of ATNA can be transformed to enable process mining. Using the standardized audit trails provides the ability to apply these methods to all IHE based information systems.
机译:最近的商业智能方法,如流程挖掘应用于医疗领域。流程挖掘的目标是通过调查记录的事件数据来获得改进的过程知识,合规性和空间。以前的方法专注于来自各种特定系统的事件数据的过程发现。作为保健信息系统的全球公认的基础,在其ATNA简档中定义了必须在集中式事件日志中录制真实世界的事件。以下方法介绍了如何转换通过ATNA的手段收集的审计跟踪以实现过程挖掘。使用标准化的审计跟踪提供了将这些方法应用于所有基于IHE的信息系统的能力。

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