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Perception and Acceptance of an Autonomous Refactoring Bot
arXiv - CS - Software Engineering Pub Date : 2020-01-08 , DOI: arxiv-2001.02553
Marvin Wyrich, Regina Hebig, Stefan Wagner, Riccardo Scandariato

The use of autonomous bots for automatic support in software development tasks is increasing. In the past, however, they were not always perceived positively and sometimes experienced a negative bias compared to their human counterparts. We conducted a qualitative study in which we deployed an autonomous refactoring bot for 41 days in a student software development project. In between and at the end, we conducted semi-structured interviews to find out how developers perceive the bot and whether they are more or less critical when reviewing the contributions of a bot compared to human contributions. Our findings show that the bot was perceived as a useful and unobtrusive contributor, and developers were no more critical of it than they were about their human colleagues, but only a few team members felt responsible for the bot.

中文翻译:

对自主重构机器人的感知和接受

在软件开发任务中使用自主机器人进行自动支持的情况正在增加。然而,在过去,与人类同行相比,他们并不总是被积极地看待,有时会经历消极的偏见。我们进行了一项定性研究,在该研究中,我们在学生软件开发项目中部署了 41 天的自主重构机器人。在中间和最后,我们进行了半结构化访谈,以了解开发人员如何看待机器人,以及与人类贡献相比,他们在审查机器人的贡献时是否更重要或不那么重要。我们的研究结果表明,机器人被认为是一个有用且不引人注目的贡献者,开发人员对其的批评并不比他们对人类同事的批评更严重,但只有少数团队成员认为对机器人负责。
更新日期:2020-06-01
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