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Investigating expressiveness and understandability of hierarchy in declarative business process models

机译:在声明性业务流程模型中调查层次结构的表现力和可理解性

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Hierarchy has widely been recognized as a viable approach to deal with the complexity of conceptual models. For instance, in declarative business process models, hierarchy is realized by sub-processes. While technical implementations of declarative sub-processes exist, their application, semantics, and the resulting impact on understandability are less understood yet-this research gap is addressed in this work. More specifically, we discuss the semantics and the application of hierarchy and show how sub-processes enhance the expressiveness of declarative modeling languages. Then, we turn to the influence of hierarchy on the understandability of declarative process models. In particular, we present a cognitive-psychology-based framework that allows to assess the impact of hierarchy on the understandability of a declarative process model. To empirically test the proposed framework, a combination of quantitative and qualitative research methods is followed. While statistical tests provide numerical evidence, think-aloud protocols give insights into the reasoning processes taking place when reading declarative process models.
机译:层次结构已被广泛认为是解决概念模型复杂性的可行方法。例如,在声明性业务流程模型中,层次结构是通过子流程实现的。尽管存在声明性子流程的技术实现,但对它们的应用,语义以及对可理解性的最终影响却鲜为人知-本研究解决了这一研究空白。更具体地说,我们讨论了语义和层次结构的应用,并展示了子流程如何增强声明性建模语言的表达能力。然后,我们转向层次对声明式过程模型的可理解性的影响。特别是,我们提出了一个基于认知心理学的框架,该框架允许评估层次结构对声明式过程模型的可理解性的影响。为了实证测试所提出的框架,遵循了定量和定性研究方法的结合。尽管统计测试提供了数字证据,但思维协议在阅读声明性过程模型时可以洞悉发生的推理过程。

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