Machine/deep learning for software engineering: A systematic literature review
Since 2009, the deep learning revolution, which was triggered by the introduction of
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …
ImageNet, has stimulated the synergy between Software Engineering (SE) and Machine …
Pull request decisions explained: An empirical overview
Context: The pull-based development model is widely used in open source projects, leading
to the emergence of trends in distributed software development. One aspect that has …
to the emergence of trends in distributed software development. One aspect that has …
[HTML][HTML] Improving sentiment analysis accuracy with emoji embedding
Due to the diversity and variability of Chinese syntax and semantics, accurately identifying
and distinguishing individual emotions from online texts is challenging. To overcome this …
and distinguishing individual emotions from online texts is challenging. To overcome this …
Emoji-powered sentiment and emotion detection from software developers' communication data
Sentiment and emotion detection from textual communication records of developers have
various application scenarios in software engineering (SE). However, commonly used off …
various application scenarios in software engineering (SE). However, commonly used off …
Data augmentation for improving emotion recognition in software engineering communication
Emotions (eg, Joy, Anger) are prevalent in daily software engineering (SE) activities, and are
known to be significant indicators of work productivity (eg, bug fixing efficiency). Recent …
known to be significant indicators of work productivity (eg, bug fixing efficiency). Recent …
Sentimoji: an emoji-powered learning approach for sentiment analysis in software engineering
Sentiment analysis has various application scenarios in software engineering (SE), such as
detecting developers' emotions in commit messages and identifying their opinions on Q&A …
detecting developers' emotions in commit messages and identifying their opinions on Q&A …
An empirical study of emoji use in software development communication
Context: Similar to social media platforms, people use emojis in software development
related communication to enrich the context and convey additional emotion. With the …
related communication to enrich the context and convey additional emotion. With the …
Are you really smiling? Display rules for emojis and the relationship between emotion management and psychological well-being
M Liu - Frontiers in Psychology, 2023 - frontiersin.org
Display rules specify socially appropriate facial expressions in a given situation. However,
managing emotions for such a social adaption sometimes leads to deleterious psychological …
managing emotions for such a social adaption sometimes leads to deleterious psychological …
An empirical study on GitHub pull requests' reactions
The pull request mechanism is commonly used to propose source code modifications and
get feedback from the community before merging them into a software repository. On GitHub …
get feedback from the community before merging them into a software repository. On GitHub …
Emojis decoded: Leveraging chatgpt for enhanced understanding in social media communications
Emojis, which encapsulate semantics beyond mere words or phrases, have become
prevalent in social network communications. This has spurred increasing scholarly interest …
prevalent in social network communications. This has spurred increasing scholarly interest …