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Links between the personalities, styles and performance in computer programming

机译:计算机中的个性,风格和性能之间的联系   程序设计

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摘要

There are repetitive patterns in strategies of manipulating source code. Forexample, modifying source code before acquiring knowledge of how a code worksis a depth-first style and reading and understanding before modifying sourcecode is a breadth-first style. To the extent we know there is no study on theinfluence of personality on them. The objective of this study is to understandthe influence of personality on programming styles. We did a correlationalstudy with 65 programmers at the University of Stuttgart. Academic achievement,programming experience, attitude towards programming and five personalityfactors were measured via self-assessed survey. The programming styles wereasked in the survey or mined from the software repositories. Performance inprogramming was composed of bug-proneness of programmers which was mined fromsoftware repositories, the grades they got in a software project course andtheir estimate of their own programming ability. We did statistical analysisand found that Openness to Experience has a positive association withbreadth-first style and Conscientiousness has a positive association withdepth-first style. We also found that in addition to having more programmingexperience and better academic achievement, the styles of working depth-firstand saving coarse-grained revisions improve performance in programming.
机译:在操纵源代码的策略中有重复的模式。例如,在获得有关代码工作原理的知识之前,先修改源代码的深度优先样式,然后在修改源代码之前阅读和理解是广度优先样式。据我们所知,尚无关于人格对其影响的研究。这项研究的目的是了解个性对编程风格的影响。我们与斯图加特大学的65位程序员进行了相关性研究。通过自我评估调查来衡量学业成绩,编程经验,对编程的态度以及五个人格因素。编程风格在调查中提出或从软件存储库中挖掘出来。编程中的性能包括从软件存储库中挖掘的程序员的易错性,他们在软件项目课程中获得的等级以及他们对自己编程能力的估计。我们进行了统计分析,发现体验开放与广度优先风格呈正相关,尽责与深度优先风格呈正相关。我们还发现,除了拥有更多的编程经验和更好的学术成就之外,工作深度优先和保存粗粒度修订的样式还可以提高编程性能。

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