Recognizing developers' emotions while programming
Daniela Girardi, Nicole Novielli, Davide Fucci, Filippo Lanubile
摘要
Developers experience a wide range of emotions during programming tasks, which may have an impact on job performance. In this paper, we present an empirical study aimed at (i) investigating the link between emotion and progress, (ii) understanding the triggers for developers' emotions and the strategies to deal with negative ones, (iii) identifying the minimal set of non-invasive biometric sensors for emotion recognition during programming tasks. Results confirm previous findings about the relation between emotions and perceived productivity. Furthermore, we show that developers' emotions can be reliably recognized using only a wristband capturing the electrodermal activity and heart-related metrics.
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- Data Augmentation for Improving Emotion Recognition in Software Engineering CommunicationMia Mohammad Imran, Yashasvi Jain, Preetha Chatterjee, Kostadin DamevskiASE 2022 · 被引用 22 次
- Breaking the Flow: A Study of Interruptions During Software Engineering ActivitiesYimeng Ma, Yu Huang, Kevin LeachICSE 2024 · 被引用 8 次
- Predicting Bugs by Monitoring Developers During Task ExecutionGennaro Laudato, Simone Scalabrino, Nicole Novielli, Filippo Lanubile 等ICSE 2023 · 被引用 6 次
- How Do Developers Interact with AI? An Exploratory Study on Modeling Developer Programming BehaviorYinan Wu, Ze Shi Li, Kathryn Thomasset Stolee, Bowen XuFSE 2026
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