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A Neuro-Cognitive Perspective of Program Comprehension

机译:方案理解的神经认知视角

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Program comprehension is the cognitive process of understanding code. Researchers have proposed several models to describe program comprehension. However, because program comprehension is an internal process and difficult to measure, the accuracy of the existing models are limited. Neuro-imaging methods, such as functional magnetic resonance imaging (fMRI), provide a novel neuro-cognitive perspective to program-comprehension research. With my thesis work, we aim at establishing fMRI as a new tool for program-comprehension and software-engineering studies. Furthermore, we seek to refine our existing framework for conducting fMRI studies by extending it with eye tracking and improved control conditions. We describe how we will apply our upgraded framework to extend our understanding of program comprehension. In the long-run, we would like to contribute insights from our fMRI studies into software-engineering practices by providing code-styling guidelines and programming tools, which reduce the required cognitive effort to comprehend code.
机译:程序理解是理解代码的认知过程。研究人员提出了几种模型来描述计划理解。但是,由于程序理解是内部过程且难以测量,所以现有模型的准确性有限。神经成像方法,例如功能磁共振成像(FMRI),为编程理解研究提供了一种新的神经认知视角。通过我的论文工作,我们的目的是将FMRI建立为课程理解和软件工程研究的新工具。此外,我们寻求通过用眼睛跟踪扩展和改进的控制条件来改进我们的现有框架来进行FMRI研究。我们描述了我们如何应用升级的框架来扩展我们对方案理解的理解。从长远来看,我们希望通过提供代码样式指南和编程工具,从我们的FMRI研究中贡献我们的FMRI研究,这减少了理解代码所需的认知努力。

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