Fabio Calefato

research

∙ 07/20/2023

Assessing the Use of AutoML for Data-Driven Software Engineering

Background. Due to the widespread adoption of Artificial Intelligence (A...

0 Fabio Calefato, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 09/23/2022

A Preliminary Investigation of MLOps Practices in GitHub

Background. The rapid and growing popularity of machine learning (ML) ap...

0 Fabio Calefato, et al. ∙

research

∙ 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...

0 Luigi Quaranta, et al. ∙

research

∙ 02/15/2022

Eliciting Best Practices for Collaboration with Computational Notebooks

Despite the widespread adoption of computational notebooks, little is kn...

0 Luigi Quaranta, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 09/23/2021

What Makes Agile Software Development Agile?

Together with many success stories, promises such as the increase in pro...

0 Marco Kuhrmann, et al. ∙

research

∙ 03/18/2021

KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle

Computational notebooks have become the tool of choice for many data sci...

0 Luigi Quaranta, et al. ∙

research

∙ 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...

7 Filippo Lanubile, et al. ∙

research

∙ 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 ...

0 Fabio Calefato, et al. ∙

research

∙ 10/20/2020

Assessment of SE-specific Sentiment Analysis Tools: An Extended Replication Study

Sentiment analysis methods have become popular for investigating human c...

0 Nicole Novielli, et al. ∙

research

∙ 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...

0 Nicole Novielli, et al. ∙

research

∙ 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 ...

0 Nicole Novielli, et al. ∙

research

∙ 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 ...

0 Fabio Calefato, et al. ∙

research

∙ 04/01/2020

The Impact of Dynamics of Collaborative Software Engineering on Introverts: A Study Protocol

Background: Collaboration among software engineers through face-to-face ...

0 Ingrid Nunes, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 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...

0 Giuseppe Iaffaldano, et al. ∙

research

∙ 03/22/2019

EMTk - The Emotion Mining Toolkit

The Emotion Mining Toolkit (EMTk) is a suite of modules and datasets off...

0 Fabio Calefato, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 01/21/2019

Agile Collaboration for Distributed Teams

Editor Introduction: Today software engineering is characterized by two ...

0 Fabio Calefato, et al. ∙

research

∙ 09/14/2018

Investigating Crowd Creativity in Online Music Communities

Crowd creativity is typically associated with peer-production communitie...

0 Fabio Calefato, et al. ∙

research

∙ 06/01/2018

A Revision Control System for Image Editing in Collaborative Multimedia Design

Revision control is a vital component in the collaborative development o...

0 Fabio Calefato, et al. ∙

research

∙ 03/20/2018

Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline

The use of natural language processing (NLP) is gaining popularity in so...

0 Mika V. Mäntylä, et al. ∙

research

∙ 03/06/2018

A Gold Standard for Emotion Annotation in Stack Overflow

Software developers experience and share a wide range of emotions throug...

0 Nicole Novielli, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 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...

0 Fabio Calefato, et al. ∙

research

∙ 10/01/2017

Collaboration Success Factors in an Online Music Community

Online communities have been able to develop large, open-source software...

0 Fabio Calefato, et al. ∙

research

∙ 09/09/2017

Sentiment Polarity Detection for Software Development

The role of sentiment analysis is increasingly emerging to study softwar...

0 Fabio Calefato, et al. ∙

research

∙ 08/13/2017

EmoTxt: A Toolkit for Emotion Recognition from Text

We present EmoTxt, a toolkit for emotion recognition from text, trained ...

0 Fabio Calefato, et al. ∙

Fabio Calefato

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