生物反馈增强软件工程:监控程序员的心理努力

R. Couceiro, G. Duarte, J. Durães, J. Castelhano, C. Duarte, C. Teixeira, M. Castelo‐Branco, P. Carvalho, H. Madeira
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引用次数: 13

摘要

本文提出了紧急实验结果,表明程序员在代码理解任务中的心理努力可以通过使用非侵入式可穿戴设备的HRV(心率变异性)来监测。结果表明,在分析代码时,HRV可以很好地预测认知负荷,并且HRV结果与使用NASA-TLX的程序员所感知到的脑力劳动一致。此外,代码复杂性度量并不完全与脑力劳动相关,并且似乎不能很好地指示程序员对复杂性的主观感知。这些最初的结果是在base -生物反馈增强软件工程项目的背景下提出的,该项目简要概述了生物反馈,并提出了一种激进的神经科学方法,将生物反馈引入软件开发
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Biofeedback Augmented Software Engineering: Monitoring of Programmers' Mental Effort
This paper presents emergent experimental results showing that mental effort of programmers in code understanding tasks can be monitored through HRV (heart rate variability) using non-intrusive wearable devices. Results suggest that HRV is a good predictor for cognitive load when analyzing code and HRV results are consistent with the mental effort perceived by programmers using NASA-TLX. Furthermore, code complexity metrics do not correlate entirely with mental effort and do not seem a good indicator of the subjective perception of complexity felt by programmers. These first results are presented in the context of the project BASE-Biofeedback Augmented Software Engineering, which is briefly sketched, and proposes a radical neuroscience enabled approach to introduce biofeedback in software development
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