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Process Mining Techniques in Conformance Testing of Inventory Processes: An Industrial Application

机译:库存过程一致性测试中的过程挖掘技术:工业应用

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Contemporary business information systems record business events in event logs. Process mining techniques permit to explore these logs to understand and analyze processes. Although, there are a number of case studies demonstrating usefulness of process mining techniques in real-life case studies, process conformance check techniques miss such practical evaluation. Also the commercial tools have not been tested for complementarity with the widely used academic tool ProM Framework in context of conformance check. In this paper an application of process conformance check techniques in a production company is described. Using a variety of techniques, an inventory processes supported by Warehouse Management System (WMS) have been analyzed. In particular, special attention has been put on Product Management process. The goal of this paper is to demonstrate the applicability of conformance check techniques to quality management in a production company. Both academic and commercial tools are used and evaluated in terms of efficiency and complementarity with each other.
机译:当代的商业信息系统在事件日志中记录商业事件。流程挖掘技术允许探索这些日志以理解和分析流程。尽管有许多案例研究证明了过程挖掘技术在现实案例研究中的有用性,但过程一致性检查技术却没有进行这种实际评估。同样,还没有在一致性检查的背景下对商业工具与广泛使用的学术工具ProM Framework的互补性进行测试。本文描述了过程一致性检查技术在生产公司中的应用。使用多种技术,分析了仓库管理系统(WMS)支持的库存过程。特别是,对产品管理过程给予了特别关注。本文的目的是证明一致性检查技术在生产公司中对质量管理的适用性。学术和商业工具都在效率和彼此互补性方面得到使用和评估。

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