Fabio Calefato

Orcid: 0000-0003-2654-1588

Affiliations:
  • University of Bari, Italy


According to our database1, Fabio Calefato authored at least 96 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Generative AI in Software Engineering Must Be Human-Centered: The Copenhagen Manifesto.
J. Syst. Softw., 2024

A lot of talk and a badge: An exploratory analysis of personal achievements in GitHub.
Inf. Softw. Technol., 2024

A Multivocal Literature Review on the Benefits and Limitations of Automated Machine Learning Tools.
CoRR, 2024

QualAI: Continuous Quality Improvement of AI-based Systems.
Proceedings of the Joint Proceedings of RCIS 2024 Workshops and Research Projects Track co-located with the 18th International Conferecence on Research Challenges in Information Science (RCIS 2024), 2024

Security Risks and Best Practices of MLOps: A Multivocal Literature Review.
Proceedings of the 8th Italian Conference on Cyber Security (ITASEC 2024), 2024

An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Toward Collaboration Optimization in Microservice Projects Based on Developer Personalities.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

Professional Insights into Benefits and Limitations of Implementing MLOps Principles.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

Continuous Quality Improvement of AI-based Systems: the QualAI Project.
Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

2023
A Lot of Talk and a Badge: An Empirical Analysis of Personal Achievements in GitHub.
CoRR, 2023

Assessing the Use of AutoML for Data-Driven Software Engineering.
Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2023

2022
What Makes Agile Software Development Agile?
IEEE Trans. Software Eng., 2022

Using Personality Detection Tools for Software Engineering Research: How Far Can We Go?
ACM Trans. Softw. Eng. Methodol., 2022

Eliciting Best Practices for Collaboration with Computational Notebooks.
Proc. ACM Hum. Comput. Interact., 2022

Will you come back to contribute? Investigating the inactivity of OSS core developers in GitHub.
Empir. Softw. Eng., 2022

A Preliminary Investigation of MLOps Practices in GitHub.
Proceedings of the ESEM '22: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, Helsinki, Finland, September 19, 2022

Pynblint: a static analyzer for Python Jupyter notebooks.
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022

2021
KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle.
Dataset, February, 2021

collab-uniba/KGTorrent: First release (v. 1.0.0) of KGTorrent.
Dataset, January, 2021

An In-Depth Analysis of Occasional and Recurring Collaborations in Online Music Co-creation.
ACM Trans. Soc. Comput., 2021

Global Software Engineering: Challenges and solutions.
J. Syst. Softw., 2021

Assessment of off-the-shelf SE-specific sentiment analysis tools: An extended replication study.
Empir. Softw. Eng., 2021

KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle.
Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

A Virtual Mentor to Support Question-Writing on Stack Overflow.
Proceedings of the 14th IEEE/ACM International Workshop on Cooperative and Human Aspects of Software Engineering, 2021

Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

A Taxonomy of Tools for Reproducible Machine Learning Experiments.
Proceedings of the AIxIA 2021 Discussion Papers co-located with the the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020
Love, Joy, Anger, Sadness, Fear, and Surprise: SE Needs Special Kinds of AI: A Case Study on Text Mining and SE.
IEEE Softw., 2020

Assessment of SE-specific Sentiment Analysis Tools: An Extended Replication Study.
CoRR, 2020

The Impact of Dynamics of Collaborative Software Engineering on Introverts: A Study Protocol.
Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020

Can We Use SE-specific Sentiment Analysis Tools in a Cross-Platform Setting?
Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020

A case study on tool support for collaboration in agile development.
Proceedings of the ICGSE '20: 15th IEEE/ACM International Conference on Global Software Engineering, 2020

2019
Agile Collaboration for Distributed Teams [Software Technology].
IEEE Softw., 2019

Summary of the 14th International Conference on Global Software Engineering (ICGSE).
ACM SIGSOFT Softw. Eng. Notes, 2019

Correction to: RECODE: revision control for digital images.
Multim. Tools Appl., 2019

RECODE: revision control for digital images.
Multim. Tools Appl., 2019

A large-scale, in-depth analysis of developers' personalities in the Apache ecosystem.
Inf. Softw. Technol., 2019

An empirical assessment of best-answer prediction models in technical Q&A sites.
Empir. Softw. Eng., 2019

Agile Collaboration for Distributed Teams.
CoRR, 2019

Why do developers take breaks from contributing to OSS projects?: a preliminary analysis.
Proceedings of the 2nd International Workshop on Software Health, 2019

EMTk: the emotion mining toolkit.
Proceedings of the 4th International Workshop on Emotion Awareness in Software Engineering, 2019

2018
Investigating Crowd Creativity in Online Music Communities.
Proc. ACM Hum. Comput. Interact., 2018

Establishing personal trust-based connections in distributed teams.
Internet Technol. Lett., 2018

How to ask for technical help? Evidence-based guidelines for writing questions on Stack Overflow.
Inf. Softw. Technol., 2018

Sentiment Polarity Detection for Software Development.
Empir. Softw. Eng., 2018

A gold standard for emotion annotation in stack overflow.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

Natural language or not (NLON): a package for software engineering text analysis pipeline.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

A Revision Control System for Image Editing in Collaborative Multimedia Design.
Proceedings of the 22nd International Conference Information Visualisation, 2018

On developers' personality in large-scale distributed projects: the case of the apache ecosystem.
Proceedings of the 13th Conference on Global Software Engineering, 2018

Collaboration Success Factors in an Online Music Community.
Proceedings of the 2018 ACM Conference on Supporting Groupwork, 2018

2017
Mining Communication Data in a Music Community: A Preliminary Analysis.
Proceedings of the Current Trends in Web Engineering, 2017

A Preliminary Analysis on the Effects of Propensity to Trust in Distributed Software Development.
Proceedings of the 12th IEEE International Conference on Global Software Engineering, 2017

EmoTxt: A toolkit for emotion recognition from text.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

2016
A University-NGO partnership to sustain assistive technology projects.
Interactions, 2016

Assessing the impact of real-time machine translation on multilingual meetings in global software projects.
Empir. Softw. Eng., 2016

Affective trust as a predictor of successful collaboration in distributed software projects.
Proceedings of the 1st International Workshop on Emotion Awareness in Software Engineering, 2016

A Hub-and-Spoke Model for Tool Integration in Distributed Development.
Proceedings of the 11th IEEE International Conference on Global Software Engineering, 2016

Moving to Stack Overflow: Best-Answer Prediction in Legacy Developer Forums.
Proceedings of the 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2016

The EmoQuest Project: Emotions in Q&A Sites.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015
Cost Savings in Global Software Engineering: Where's the Evidence?
IEEE Softw., 2015

The role of social media in affective trust building in customer-supplier relationships.
Electron. Commer. Res., 2015

The challenges of sentiment detection in the social programmer ecosystem.
Proceedings of the 7th International Workshop on Social Software Engineering, 2015

Mining Successful Answers in Stack Overflow.
Proceedings of the 12th IEEE/ACM Working Conference on Mining Software Repositories, 2015

Product Line Engineering for NGO Projects.
Proceedings of the 5th IEEE/ACM International Workshop on Product Line Approaches in Software Engineering, 2015

2014
Speech Recognition for Voice-Based Machine Translation.
IEEE Softw., 2014

Towards discovering the role of emotions in stack overflow.
Proceedings of the 6th International Workshop on Social Software Engineering, 2014

Mobile Speech Translation for Multilingual Requirements Meetings: A Preliminary Study.
Proceedings of the IEEE 9th International Conference on Global Software Engineering, 2014

Investigating the Effect of Social Media on Trust Building in Customer-supplier Relationships.
Proceedings of the ICEIS 2014, 2014

An empirical simulation-based study of real-time speech translation for multilingual global project teams.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014

2013
Group Awareness in Global Software Engineering.
IEEE Softw., 2013

Can social awareness foster trust building in global software teams?
Proceedings of the 2013 International Workshop on Social Software Engineering, 2013

SocialCDE: a social awareness tool for global software teams.
Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

Trust in virtual teams: theory and tools.
Proceedings of the Computer Supported Cooperative Work, 2013

A Preliminary Investigation of the Effect of Social Media on Affective Trust in Customer-Supplier Relationships.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Computer-mediated communication to support distributed requirements elicitations and negotiations tasks.
Empir. Softw. Eng., 2012

Augmenting social awareness in a collaborative development environment.
Proceedings of the 5th International Workshop on Co-operative and Human Aspects of Software Engineering, 2012

Social Awareness for Global Software Teams.
Proceedings of the 2012 IEEE Seventh International Conference on Global Software Engineering, 2012

Assessing the impact of real-time machine translation on requirements meetings: a replicated experiment.
Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2012

2011
A Controlled Experiment on the Effects of Machine Translation in Multilingual Requirements Meetings.
Proceedings of the 6th IEEE International Conference on Global Software Engineering, 2011

2010
Communication Media Selection for Remote Interaction of Ad Hoc Groups.
Adv. Comput., 2010

Can Real-Time Machine Translation Overcome Language Barriers in Distributed Requirements Engineering?
Proceedings of the 5th IEEE International Conference on Global Software Engineering, 2010

Investigating the use of tags in collaborative development environments: a replicated study.
Proceedings of the International Symposium on Empirical Software Engineering and Measurement, 2010

2009
Using frameworks to develop a distributed conferencing system: an experience report.
Softw. Pract. Exp., 2009

Embedding social networking information into jazz to foster group awareness within distributed teams.
Proceedings of the 2nd International Workshop on Social Software Engineering and Applications, 2009

2008
Incorporating social software into distributed agile development environments.
Proceedings of the 23rd IEEE/ACM International Conference on Automated Software Engineering, 2008

Adopting the Eclipse Communication Framework: The Case of eConference.
Proceedings of the 3rd Italian Workshop on Eclipse Technologies, 2008

2007
Towards Social Semantic Suggestive Tagging.
Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari, 2007

Shaping Personal Information Spaces from Collaborative Tagging Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

An Empirical Investigation on Text-Based Communication in Distributed Requirements Workshops.
Proceedings of the 2nd IEEE International Conference on Global Software Engineering, 2007

A Controlled Experiment on the Effects of Synchronicity in Remote Inspection Meetings.
Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007

Porting a distributed meeting system to the Eclipse communication framework.
Proceedings of the 2007 OOPSLA workshop on Eclipse Technology eXchange, 2007

Evolving a text-based conferencing system: An experience report.
Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

2006
An Information Broker for Integrating Heterogeneous Hydrologic Data Sources: A Web Services Approach.
Proceedings of the Research and Practical Issues of Enterprise Information Systems, 2006

Plugging Presence Awareness into Mozilla Thunderbird.
Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications, 2006

2004
Function Clone Detection in Web Applications: A Semiautomated Approach.
J. Web Eng., 2004

Assessing the Impact of Active Guidance for Defect Detection: A Replicated Experiment.
Proceedings of the 10th IEEE International Software Metrics Symposium (METRICS 2004), 2004

2003
Tool support for geographically dispersed inspection teams.
Softw. Process. Improv. Pract., 2003


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