Measuring Cognitive Load During Process Model Creation
Measuring Cognitive Load During Process Model Creation
复制标题
在流程模型创建过程中测量认知负荷
DOI：
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发表时间：
2015
期刊：
影响因子：
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通讯作者：
P. Sachse
中科院分区：
文献类型：
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作者：
B. Weber;Manuel Neurauter;J. Pinggera;S. Zugal;Marco Furtner;Markus Martini;P. Sachse
虽然影响过程模型理解的因素现在已经相对较好地理解了，但对过程模型的创建和影响结果过程模型质量的因素以及建模者的认知负荷知之甚少。在本文中，我们建议联合收割机结合一个连续的，心理生理测量的认知负荷建模者的建模环境的相互作用的详细分析，以及眼动分析，以获得特定任务的认知负荷值。我们目前的工具方面的初步结果，从试点研究中吸取的教训，并讨论即将到来的挑战。这项工作提供了一个动态的，半自动的认知负荷分析过程中的模型创建任务施加的认知负荷调查的基础。
While factors impacting process model comprehension are relatively well understood by now, little is known about process model creation and factors impacting the quality of the resulting process model as well as the modeler’s cognitive load. In this paper we propose to combine a continuous, psycho-physiological measurement of cognitive load with a detailed analysis of the modeler’s interactions of the modeling environment as well as eye movement analysis to obtain task-specific imposed cognitive load values. We present initial results in terms of a tool, lessons learnt from a pilot study and discuss upcoming challenges. This work provides the basis for investigating task imposed cognitive load during process model creation by enabling a dynamic, semi–automatic analysis of cognitive load.