以实证方法理解情感在代码理解中的作用

IF 1.7 3区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Divjot Singh, Ashutosh Mishra, Ashutosh Aggarwal
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引用次数: 0

摘要

编程和认知技能是程序员维护软件产品的两种关键能力。首先,本研究对代码理解、情绪、认知心理学和信念-愿望-意图领域进行了系统的文献综述,分析了各种代码理解监测技术、性能指标和计算方法。其次,通过案例研究,考察程序员在理解软件代码时,不同情绪阶段对其编程和认知能力的影响。根据专家水平对参与者进行了经验性分类,并使用各种机器学习模型和性能指标验证了相同的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An empirical approach to understand the role of emotions in code comprehension

Programming and cognitive skills are two pivotal abilities of programmers to maintain software products. First, this study included a systematic literature review on code comprehension, emotions, cognitive psychology, and belief-desire-intention domains to analyse various code comprehension monitoring techniques, performance metrics, and computational methodologies. Second, a case study is conducted to examine the influence of various emotional stages on programmers’ programming and cognitive skills while comprehending the software code. The categorization of the participants is done empirically based on their expertism level, and the same results are verified using various machine learning models and performance metrics.

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来源期刊
Journal of Computer Languages
Journal of Computer Languages Computer Science-Computer Networks and Communications
CiteScore
5.00
自引率
13.60%
发文量
36
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