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07/20/2023
Assessing the Use of AutoML for Data-Driven Software Engineering
Background. Due to the widespread adoption of Artificial Intelligence (A...
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03/26/2023
A Lot of Talk and a Badge: An Empirical Analysis of Personal Achievements in GitHub
GitHub has introduced gamification via personal achievements, whereby ba...
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02/02/2023
Teaching MLOps in Higher Education through Project-Based Learning
Building and maintaining production-grade ML-enabled components is a com...
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09/23/2022
A Preliminary Investigation of MLOps Practices in GitHub
Background. The rapid and growing popularity of machine learning (ML) ap...
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05/24/2022
Pynblint: a Static Analyzer for Python Jupyter Notebooks
Jupyter Notebook is the tool of choice of many data scientists in the ea...
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02/15/2022
Eliciting Best Practices for Collaboration with Computational Notebooks
Despite the widespread adoption of computational notebooks, little is kn...
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10/26/2021
An in-depth Analysis of Occasional and Recurring Collaborations in Online Music Co-creation
The success of online creative communities depends on the will of partic...
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10/11/2021
Using Personality Detection Tools for Software Engineering Research: How Far Can We Go?
Assessing the personality of software engineers may help to match indivi...
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03/18/2021
KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle
Computational notebooks have become the tool of choice for many data sci...
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03/18/2021
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists
The transition from AI/ML models to production-ready AI-based systems is...
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03/08/2021
Will You Come Back to Contribute? Investigating the Inactivity of OSS Core Developers in GitHub
Several Open Source Software (OSS) projects depend on the continuity of ...
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10/20/2020
Assessment of SE-specific Sentiment Analysis Tools: An Extended Replication Study
Sentiment analysis methods have become popular for investigating human c...
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04/23/2020
Love, Joy, Anger, Sadness, Fear, and Surprise: SE Needs Special Kinds of AI: A Case Study on Text Mining and SE
Do you like your code? What kind of code makes developers happiest? What...
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04/01/2020
Can We Use SE-specific Sentiment Analysis Tools in a Cross-Platform Setting?
In this paper, we address the problem of using sentiment analysis tools ...
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04/01/2020
A Case Study on Tool Support for Collaboration in Agile Development
We report on a longitudinal case study conducted at the Italian site of ...
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01/24/2020
Recognizing Developers' Emotions while Programming
Developers experience a wide range of emotions during programming tasks,...
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05/30/2019
A large-scale, in-depth analysis of developers' personalities in the Apache ecosystem
Context: Large-scale distributed projects are typically the results of c...
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03/22/2019
Why do developers take breaks from contributing to OSS projects? A preliminary analysis
Creating a successful and sustainable Open Source Software (OSS) project...
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03/22/2019
EMTk - The Emotion Mining Toolkit
The Emotion Mining Toolkit (EMTk) is a suite of modules and datasets off...
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03/22/2019
An empirical assessment of best-answer prediction models in technical Q&A sites
Technical Q&A sites have become essential for software engineers as they...
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03/08/2019
A Replication Study on Code Comprehension and Expertise using Lightweight Biometric Sensors
Code comprehension has been recently investigated from physiological and...
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09/14/2018
Investigating Crowd Creativity in Online Music Communities
Crowd creativity is typically associated with peer-production communitie...
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03/17/2018
A Benchmark Study on Sentiment Analysis for Software Engineering Research
A recent research trend has emerged to identify developers' emotions, by...
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03/06/2018
A Gold Standard for Emotion Annotation in Stack Overflow
Software developers experience and share a wide range of emotions throug...
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03/03/2018
On Developers' Personality in Large-scale Distributed Projects: The Case of the Apache Ecosystem
Large-scale distributed projects are typically the results of collective...
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10/12/2017
How to Ask for Technical Help? Evidence-based Guidelines for Writing Questions on Stack Overflow
Context: The success of Stack Overflow and other community-based questio...
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10/01/2017
Collaboration Success Factors in an Online Music Community
Online communities have been able to develop large, open-source software...
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09/09/2017
Sentiment Polarity Detection for Software Development
The role of sentiment analysis is increasingly emerging to study softwar...
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08/22/2017
Emotion Detection Using Noninvasive Low Cost Sensors
Emotion recognition from biometrics is relevant to a wide range of appli...
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08/13/2017
EmoTxt: A Toolkit for Emotion Recognition from Text
We present EmoTxt, a toolkit for emotion recognition from text, trained ...
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03/27/2017
