On the Suitability of Real-Time Assessment of Programming Proficiency using Gaze Properties
On the Suitability of Real-Time Assessment of Programming Proficiency using Gaze Properties
复制标题
关于利用凝视特性实时评估编程能力的适用性
DOI：
10.1145/3205873.3210702
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发表时间：
2018
期刊：
影响因子：
--
通讯作者：
Schmidt, Albrecht
中科院分区：
文献类型：
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作者：
Liang, Calvin;Karolus, Jakob;Kosch, Thomas;Schmidt, Albrecht
随着对编码技能的需求增加，评估编程能力变得更加重要。目前的方法，如问卷调查或访谈，都是缺乏直觉性、灵活性和实时能力的方法。在我们的工作中，我们调查眼睛凝视行为，以此作为技能评估的估计。具体地说，我们使用眼球跟踪器进行了一项研究(N=14)，通过向参与者展示一系列程序来分析他们理解源代码的能力。我们根据常见的眼动指标评估了他们的眼动，并确定了参与者之间共同的任务解决策略。虽然我们不能将这些指标与编程熟练程度直接联系起来，但这项研究可以作为对编程熟练程度评估的实时方法的评估。
Evaluating programming proficiency has become more relevant as the demand for coding skills has increased. Current methods, such as questionnaires or interviews, are methods that lack intuition, flexibility, and real-time capabilities. In our work, we investigate eye gaze behavior as an estimate for skill assessment. Specifically, we conducted a study (N=14) using an eye tracker to analyze the participants' abilities to understand source code by presenting them with a series of programs. We evaluated their eye movements based on common eye tracking metrics and identified mutual task-solving strategies among the participants. While we cannot relate these indicators to programming proficiency directly, this study serves as an evaluation of real-time methods for evaluating programming proficiency.
DOI：
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发表时间：
2012
期刊：
IEEE International Conference on Program Comprehension
影响因子：
--
作者：
J. Siegmund;Christian Kästner;Jörg Liebig;S. Apel;Stefan Hanenberg
通讯作者：
Stefan Hanenberg