VIT-PLA : Visual Interactive Tool for Process Log Analysis

VIT-PLA : Visual Interactive Tool for Process Log Analysis
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VIT-PLA:用于过程日志分析的可视化交互工具

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发表时间:
2016
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通讯作者:
R. Burd
R. Burd
中科院分区:
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作者:
Sen Yang;Xin Dong;Moliang Zhou;Xinyu Li;Shuhong Chen;Rachel Webman;Aleksandra Sarcevic;I. Marsic;R. Burd

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用于分析和可视化过程或工作流数据的技术已经被开发并应用于广泛的领域。然而,大型流程日志的可视化分析和统计分析的集成受到限制。我们介绍了可视化交互工具的过程日志分析(VIT-PLA),提供了一个简化的过程日志可视化,并进行统计相关性分析的过程属性。我们通过将其应用于人工数据集并对从医疗急救部门收集的创伤团队任务数据进行初步分析来展示其用途。
Techniques for analyzing and visualizing process or workflow data have been developed and applied in a wide range of domains. Visual analysis of large process logs and integration of statistical analysis, however, have been limited. We introduce the Visual Interactive Tool for Process Log Analysis (VIT-PLA) that provides a simplified process log visualization and performs statistical correlation analysis on process attributes. We demonstrate its use by applying it to an artificial dataset and running a preliminary analysis of trauma team task data collected from a medical emergency department.