过程挖掘与可视化分析:一致性检查的案例

Jana-Rebecca Rehse, Luise Pufahl, Michael Grohs, Lisa-Marie Klein
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引用次数: 1

摘要

一致性检查是过程挖掘的一个主要功能,它允许组织识别和减轻对预期过程行为的潜在偏差。为了充分利用它的好处,一致性检查结果以一种非专业用户可接近和可理解的方式可视化是很重要的。然而,一致性检查结果的可视化迄今尚未在研究中得到广泛的考虑。因此,本文的目标是了解如何通过过程挖掘工具将一致性检查结果可视化,从而为进一步研究该主题提供基础。我们进行了一项系统的研究,通过可视化分析框架,我们分析了九种学术工具和七种商业工具的可视化能力。在这项研究中,我们发现“为什么?”的方面似乎已经很好地定义了,但是“什么?”和“怎么做?”这方面需要进一步的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Process Mining Meets Visual Analytics: The Case of Conformance Checking
Conformance checking is a major function of process mining, which allows organizations to identify and alleviate potential deviations from the intended process behavior. To fully leverage its benefits, it is important that conformance checking results are visualized in a way that is approachable and understandable for non-expert users. However, the visualization of conformance checking results has so far not been widely considered in research. Therefore, the goal of this paper is to develop an understanding of how conformance checking results are visualized by process mining tools to provide a foundation for further research on this topic. We conduct a systematic study, where we analyze the visualization capabilities of nine academic and seven commercial tools by means of a visual analytics framework. In this study, we find that the ''Why?'' aspect of conformance checking visualization seems already be well-defined, but the ''What?'' and ''How?'' aspects require future research.
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