Filters








11,440 Hits in 10.8 sec

Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being [article]

Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
2018 arXiv   pre-print
Aims: Our aim is to identify links between software developers self-reported affective states and work well-being and measures obtained from software repositories.  ...  Method: We perform an experience sampling study in a software company for a period of eight months, we use logistic regression to link the well-being measures with development activities, i.e. number of  ...  ACKNOWLEDGMENTS The first, second and third author have been supported by Academy of Finland grant 298020. The first author has been supported by Kaute-foundation.  ... 
arXiv:1808.05409v1 fatcat:vdwm6pspi5fwjf5kaha6moqbly

Individual differences limit predicting well-being and productivity using software repositories: a longitudinal industrial study

Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
2021 Empirical Software Engineering  
Our objective is to link data from software repositories, that is commit activity, communication, expressed sentiments, and job events, with measures of well-being obtained with a daily experience sampling  ...  In other words, using software repository variables to predict developers' well-being or productivity is challenging due to individual differences.  ...  Acknowledgements The first, second and third author have been supported by Academy of Finland grant 298020. The first author has been supported by Kaute-foundation.  ... 
doi:10.1007/s10664-021-09977-1 fatcat:6cs6fg3sivbgtjmqqof7nzbxpi

The emotional side of software developers in JIRA

Marco Ortu, Alessandro Murgia, Giuseppe Destefanis, Parastou Tourani, Roberto Tonelli, Michele Marchesi, Bram Adams
2016 Proceedings of the 13th International Workshop on Mining Software Repositories - MSR '16  
For the latter, issue tracking systems can be mined to explore developers emotions, sentiments and politeness -a↵ects for short.  ...  Labeled comments and sentences are linked to software artefacts reported in our previously published dataset (containing more than 1K projects, more than 700K issue reports and more than 2 million issue  ...  Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted.  ... 
doi:10.1145/2901739.2903505 dblp:conf/msr/OrtuMDTTMA16 fatcat:ausznnl6ovhznm37snlxjdiukq

What affects team behavior? Preliminary linguistic analysis of communications in the Jazz repository

Sherlock A. Licorish, Stephen G. MacDonell
2012 2012 5th International Workshop on Co-operative and Human Aspects of Software Engineering (CHASE)  
We found that although there are some variations in language use among teams working on project areas dedicated to different software outcomes, project type and the mix of (and number of) individuals involved  ...  Our data source, the IBM Rational Jazz repository, was mined and data from three different project areas were extracted.  ...  ACKNOWLEDGMENTS We thank IBM for granting us access to the Jazz repository. Thanks to Jacqui Finlay and Andy Connor for help setting up and mining the repository. S.  ... 
doi:10.1109/chase.2012.6223029 dblp:conf/icse/LicorishM12 fatcat:qghuqjlopbbmrm2ajbhaossodq

Mining valence, arousal, and dominance

Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu
2016 Proceedings of the 13th International Workshop on Mining Software Repositories - MSR '16  
The emotional dimensions of Valence, Arousal and Dominance (VAD) are able to derive a person's interest (attraction), level of activation and perceived level of control for a particular situation from  ...  Similar to other industries, the software engineering domain is plagued by psychological diseases such as burnout, which lead developers to lose interest, exhibit lower activity and/or feel powerless.  ...  Perhaps a similar approach could be used as well to produce a lexicon calibrated for a software engineering context. However, even with an SE-specific lexicon the results would not be perfect.  ... 
doi:10.1145/2901739.2901752 dblp:conf/msr/MantylaADGO16 fatcat:bfpecwxgevbetgqgosxhkcp4hi

How do you propose your code changes? Empirical Analysis of Affect Metrics of Pull Requests on GitHub

Marco Ortu, Giuseppe Destefanis, Daniel Graziotin, Michele Marchesi, Roberto Tonelli
2020 IEEE Access  
We conducted a mining study of large git software repositories and analyzed more than 150,000 issues with more than 1,000,000 comments in them.  ...  Our results show that valence (expressed in comments received and posted by a reporter) and joy expressed in the comments written by a reporter are linked to a higher likelihood of issues to be merged.  ...  ACKNOWLEDGEMENT The authors are thankful to Katharina Plett for proofreading the paper.  ... 
doi:10.1109/access.2020.3002663 fatcat:2c4wceq5bfculonkadjdcx4ioi

Towards Recognizing the Emotions of Developers Using Biometrics: The Design of a Field Study

Daniela Girardi, Filippo Lanubile, Nicole Novielli, Luigi Quaranta, Alexander Serebrenik
2019 2019 IEEE/ACM 4th International Workshop on Emotion Awareness in Software Engineering (SEmotion)  
The long-term goal of our research is to provide recommendations to improve developers' mental well-being and productivity based on the emotions they experience.  ...  working activities and positive/negative emotions experienced by software developers.  ...  ACKNOWLEDGMENT This work is partially funded by the project "E-SHELF", under the program INNONETWORK, POR Puglia FESR-FSE 2014-2020 and the project ``Emotion recognition based on biometrics'' funded by  ... 
doi:10.1109/semotion.2019.00010 dblp:conf/icse/GirardiLNQS19 fatcat:5jonynqxe5g3te5o4admzb6qyq

A Comprehensive and Didactic Review on Multilabel Learning Software Tools

Francisco Charte
2020 IEEE Access  
The topic of Section III is where to find and how to produce MLL data. Section IV is concerned with EDA software.  ...  These algorithms aim to produce models in which each data pattern may be linked to several categories at once.  ...  A sample scikit-multilearn work session is shown in Fig. 10 , where two classifiers are trained with the emotions MLD.  ... 
doi:10.1109/access.2020.2979787 fatcat:erkp3vf6ufaaxkm554xk3vsr3i

Adopting softer approaches in the study of repository data

Sherlock A. Licorish, Stephen G. MacDonell
2013 Proceedings of the 17th International Conference on Evaluation and Assessment in Software Engineering - EASE '13  
However, researchers have tended to use mostly mathematical and frequency-based techniques to examine the software artifacts contained within them.  ...  Context: Given the acknowledged need to understand the people processes enacted during software development, software repositories and mailing lists have become a focus for many studies.  ...  A further stage of this study, were it to be feasible, would be to conduct interviews with a sample of these practitioners to supplement our understandings into the specific task qualities (and possible  ... 
doi:10.1145/2460999.2461035 dblp:conf/ease/LicorishM13a fatcat:uwlrpvmru5h2lkpfxxfdrencou

Leveraging Biometric Data to Boost Software Developer Productivity

Thomas Fritz, Sebastian C. Muller
2016 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER)  
Our vision is that biometric sensing will be integrated into a developer's work and that biometrics can be used to boost the productivity of each individual developer.  ...  Producing great software requires great productive developers. Yet, what does it really mean for an individual developer to be productive, and what can we do to best help developers to be productive?  ...  Züger, we conducted a controlled lab experiment with 15 professional software developers to examine the feasibility of using biometric sensors to assess the difficulty a developer experiences working on  ... 
doi:10.1109/saner.2016.107 dblp:conf/wcre/FritzM16 fatcat:scqu3lan3fbstf4ztuygvz2apy

Daily questionnaire to assess self-reported well-being during a software development project

Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio
2018 Proceedings of the 3rd International Workshop on Emotion Awareness in Software Engineering - SEmotion '18  
In the future, we will try to establish links between the survey responses and the measures collected by conducting software repository mining and sentiment analysis.  ...  First, we create and execute a daily questionnaire monitoring the work wellbeing of software developers through a period of eight months.  ...  ACKNOWLEDGMENTS The first, second and third author have been supported by Academy of Finland grant 298020. The first author has been supported by Kaute-foundation.  ... 
doi:10.1145/3194932.3194942 dblp:conf/icse/KuutilaMCE18 fatcat:ritfirzihjfalhzaa7b4ate3pa

Consequences of Unhappiness while Developing Software

Daniel Graziotin, Fabian Fagerholm, Xiaofeng Wang, Pekka Abrahamsson
2017 2017 IEEE/ACM 2nd International Workshop on Emotion Awareness in Software Engineering (SEmotion)  
We found detrimental consequences on developers' mental well-being, the software development process, and the produced artifacts.  ...  Understanding the positive side of happiness -- positive emotions and moods -- is an attractive and important endeavor.  ...  Acknowledgment The authors would like to thank all those who participated in this study. Daniel Graziotin has been supported by the Alexander von Humboldt (AvH) Foundation.  ... 
doi:10.1109/semotion.2017.5 dblp:conf/icse/GraziotinFWA17a fatcat:3qlcugwxfzgrxeucsa45a4xphu

Behavioral Science and Diversity in Software Engineering

Jeffrey C. Carver, Henry Muccini, Birgit Penzenstadler, Rafael Prikladnicki, Alexander Serebrenik, Thomas Zimmermann
2021 IEEE Software  
Link to publication General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of  ...  accessing publications that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the  ...  Students were more likely to experience positive emotions when they thought they were progressing well.  ... 
doi:10.1109/ms.2020.3042683 fatcat:orq3l6bzfrfrhapx6wkyp6xj2q

Reviewing Literature on Time Pressure in Software Engineering and Related Professions: Computer Assisted Interdisciplinary Literature Review

Miikka Kuutila, Mika V. Mantyla, Maelick Claes, Marko Elovainio
2017 2017 IEEE/ACM 2nd International Workshop on Emotion Awareness in Software Engineering (SEmotion)  
In order to form a theoretical background for time pressure detection in software repositories, this paper combines interdisciplinary knowledge by analyzing 1270 papers found on Scopus database and containing  ...  During the past few years, psychological diseases related to unhealthy work environments, such as burnouts, have drawn more and more public attention.  ...  As future work, we plan to mine different software repositories in order to test several of those hypotheses using metrics such as valence and arousal.  ... 
doi:10.1109/semotion.2017.11 dblp:conf/icse/KuutilaMCE17 fatcat:ld2paxqra5buzlvtar7ujgjsiu

Reviewing Literature on Time Pressure in Software Engineering and Related Professions - Computer Assisted Interdisciplinary Literature Review [article]

Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio
2017 arXiv   pre-print
In order to form a theoretical background for time pressure detection in software repositories, this paper combines interdisciplinary knowledge by analyzing 1270 papers found on Scopus database and containing  ...  During the past years, psychological diseases related to unhealthy work environments, such as burnouts, have drawn more and more public attention.  ...  As future work, we plan to mine different software repositories in order to test several of those hypotheses using metrics such as valence and arousal.  ... 
arXiv:1703.04372v1 fatcat:d7dnbuyacfft5oxx2rakolvj44
« Previous Showing results 1 — 15 out of 11,440 results