Tying Process Model Quality to the Modeling Process: The Impact of Structuring, Movement, and Speed

Tying Process Model Quality to the Modeling Process: The Impact of Structuring, Movement, and Speed
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将流程模型质量与建模流程联系起来:结构化、移动和速度的影响

DOI:
10.1007/978-3-642-32885-5_3
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发表时间:
2012
期刊:
ArXiv
影响因子:
--
通讯作者:
G. Poels
G. Poels
中科院分区:
--
文献类型:
--
作者:
J. Claes;Irene T. P. Vanderfeesten;H. Reijers;J. Pinggera;M. Weidlich;S. Zugal;Dirk Fahland;B. Weber;J. Mendling;G. Poels

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在对流程建模过程的研究中,我们检查了建模行为如何与由此产生的流程模型的质量相关。具体地说,我们考虑了(I)建模者的结构化建模风格,(Ii)在建模画布上移动现有对象的频率,以及(Iii)总体建模速度是否以任何方式与所产生的流程模型可以被理解的容易程度相关联。在本文中,我们描述了建立这三个猜想的探索性研究,阐明了用于收集数据的实验设置和基础设施,并解释了用于经验性检验猜想的各种概念的测量方法。我们讨论了这些猜想对研究和实践的各种启示,这些猜想都得到了实验的证实。
In an investigation into theprocess of process modeling, we examined how modeling behavior relates to the quality of the process model that emerges from that. Specifically, we considered whether (i) a modeler’s structured modeling style, (ii) the frequency of moving existing objects over the modeling canvas, and (iii) the overall modeling speed is in any way connected to the ease with which the resulting process model can be understood. In this paper, we describe the exploratory study to build these three conjectures, clarify the experimental set-up and infrastructure that was used to collect data, and explain the used metrics for the various concepts to test the conjectures empirically. We discuss various implications for research and practice from the conjectures, all of which were confirmed by the experiment.