EmoReflex: an AI-powered emotion-centric developer insights platform

IF 3.1 2区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Kashumi Madampe, John Grundy, Minh Nguyen, Ellen Welstead-Cloud, Vinh Tuan Huynh, Linh Doan, William Lay, Sayed Hashim
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引用次数: 0

Abstract

There has been great interest in better understanding software engineer emotions during development. But how to do this? We built a prototype AI-powered Emotion-centric Developer Insights Platform, EmoReflex, to support developers to report and reflect how they feel when working on various tasks across different metrics. It also assists their managers to get insights into their team’s emotional health, and provides them with recommendations to guide them handle the team’s emotional wellbeing. We present our tool prototype and evaluation results generated by a user study conducted with two user groups consisting of twenty developers and twenty managers. We present some design implications derived from our user study that can be used to inform design decisions in emotion-centric software development tools.

EmoReflex:一个基于ai的以情感为中心的开发者洞察平台
人们对更好地理解软件工程师在开发过程中的情绪非常感兴趣。但是怎么做呢?我们构建了一个基于ai的以情感为中心的开发者洞察平台,EmoReflex,以支持开发者报告和反映他们在跨不同指标处理各种任务时的感受。它还帮助他们的经理了解团队的情绪健康,并为他们提供建议,指导他们处理团队的情绪健康。我们展示了我们的工具原型和由由二十个开发人员和二十个管理人员组成的两个用户组进行的用户研究产生的评估结果。我们从我们的用户研究中提出了一些设计启示,这些启示可以用来为以情感为中心的软件开发工具的设计决策提供信息。
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来源期刊
Automated Software Engineering
Automated Software Engineering 工程技术-计算机:软件工程
CiteScore
4.80
自引率
11.80%
发文量
51
审稿时长
>12 weeks
期刊介绍: This journal details research, tutorial papers, survey and accounts of significant industrial experience in the foundations, techniques, tools and applications of automated software engineering technology. This includes the study of techniques for constructing, understanding, adapting, and modeling software artifacts and processes. Coverage in Automated Software Engineering examines both automatic systems and collaborative systems as well as computational models of human software engineering activities. In addition, it presents knowledge representations and artificial intelligence techniques applicable to automated software engineering, and formal techniques that support or provide theoretical foundations. The journal also includes reviews of books, software, conferences and workshops.
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