Igor Steinmacher

Publications

Peer-reviewed journal and conference papers, generated automatically from DBLP. Papers with an open preprint carry a [preprint PDF] link.

2026

journalEmpir. Softw. Eng. 31: 140
Leveraging large language models for sentiment analysis in GitHub pull request discussions
Daniel Coutinho, Breno Braga 0001, Theo Canuto, Juliana Alves Pereira, Wesley K. G. Assunção, Igor Steinmacher, Marco Aurélio Gerosa, Alessandro Garcia 0001
journalJ. Syst. Softw. 236: 112810
Investigating the potential of using worked examples to help resolve issues in a GitHub project
João Vitor Souza Rocha, Igor Scaliante Wiese, Ivanilton Polato, Marco Aurélio Graciotto Silva, Reginaldo Ré, Igor Steinmacher, Walter Takashi Nakamura
conferenceSIGCSE (2)
Ways to Make Git Easier to Teach
Karl R. Wurst, Erik Falor, Avni Khatri, Igor Steinmacher

2025

journalEmpir. Softw. Eng. 30: 71
[preprint PDF] Analyzing the adoption of database management systems throughout the history of open source projects
Camila A. Paiva, Raquel Maximino, Frederico Paiva, Rafael Accetta Vieira, Nicole Espanha, João Felipe Pimentel, Igor Wiese, Marco Aurélio Gerosa, Igor Steinmacher, Leonardo Murta 0001, Vanessa Braganholo
journalInf. Softw. Technol. 177: 107568
[preprint PDF] Software solutions for newcomers' onboarding in software projects: A systematic literature review
Ítalo Santos, Kátia Romero Felizardo, Igor Steinmacher, Marco Aurélio Gerosa
journalJ. Syst. Softw. 219: 112196
How are discussions linked? A link analysis study on GitHub Discussions
Márcia Lima, Igor Steinmacher, Denae Ford, Grace Vorreuter, Ludimila Gonçalves, Tayana Conte, Bruno Gadelha
journalSci. Comput. Program. 246: 103333
[preprint PDF] Applying large language models to issue classification: Revisiting with extended data and new models
Gabriel Aracena, Kyle Luster, Fabio Santos, Igor Steinmacher, Marco Aurélio Gerosa
journalJ. Softw. Evol. Process. 37
Comparing the Efficacy of Rapid Review With a Systematic Review in the Software Engineering Field
Carolline Pena, Bruno Cartaxo, Igor Steinmacher, Deepika Badampudi, Deyvson da Silva, Williby da Silva Ferreira, Adauto Almeida, Fernando Kamei, Sérgio Soares
journalIEEE Softw. 42: 84-91
[preprint PDF] Guidelines for Cultivating a Sense of Belonging to Reduce Developer Burnout
Bianca Trinkenreich, Marco Aurélio Gerosa, Anita Sarma, Igor Steinmacher
conferenceBotSE@ICSE
Towards a Dataset to Assess Conversational Agent's Efficacy in Mentoring Newcomer Developers
Misan Paul Etchie, Hunter Beach, Kátia Romero Felizardo, Igor Steinmacher
conferenceCompEd (1)
Understanding Programming Students' Help-Seeking Preferences in the Era of Generative AI
Jacob Penney, Pawan Acharya, Peter Hilbert, Priyanka Parekh, Anita Sarma, Igor Steinmacher, Marco Aurélio Gerosa
conferenceCSEDU (2)
Understanding the Student Experience Better: Analyzing Remote Learning Tools Through Engagement, Participation, and Liveness Concepts
Genildo Gomes, Paulo Silva, Sâmila Magalhães, Leandro Galvão 0001, Tanara Lauschner, Igor Steinmacher, Tayana Conte, Bruno Gadelha
conferenceCSEE&T
[preprint PDF] Insights from the Frontline: GenAI Utilization Among Software Engineering Students
Rudrajit Choudhuri, Ambareesh Ramakrishnan, Amreeta Chatterjee, Bianca Trinkenreich, Igor Steinmacher, Marco Aurélio Gerosa, Anita Sarma
conferenceCSEE&T
[preprint PDF] Ossdoorway: A Gamified Environment to Scaffold Student Contributions to Open Source Software
Ítalo Santos, Kátia Romero Felizardo, Anita Sarma, Igor Steinmacher, Marco Aurélio Gerosa
conferenceCUI
Outcomes, Perceptions, and Interaction Strategies of Novice Programmers Studying with ChatGPT
Jacob Penney, Pawan Acharya, Peter Hilbert, Priyanka Parekh, Anita Sarma, Igor Steinmacher, Marco Aurélio Gerosa
conferenceESEM
Assessing Diversity in Creating Seed Set for Snowballing Search for Systematic Literature Review in Software Engineering
Kátia Romero Felizardo, Francisco Carlos M. Souza, Alinne Cristinne Corrêa Souza, Bianca Minetto Napoleão, Igor Steinmacher, Marco Aurélio Gerosa
conferenceETRA
How Developers Make Decisions When Choosing Issues and Reviewing Code: An Eye Tracking GitHub Study
Igor Scaliante Wiese, Jasmine Boyer, Ethan Rasgorshek, Gustavo Pinto 0001, Marco Aurélio Gerosa, Igor Steinmacher, Bonita Sharif
conferenceICEIS (2)
User Stories: Does ChatGPT Do It Better?
Reine Santos, Gabriel Freitas, Igor Steinmacher, Tayana Conte, Ana Carolina Oran, Bruno Gadelha
conferenceICSE
[preprint PDF] Investigating the Impact of Interpersonal Challenges on Feeling Welcome in OSS
Bianca Trinkenreich, Zixuan Feng, Rudrajit Choudhuri, Marco Aurélio Gerosa, Anita Sarma, Igor Steinmacher
conferenceICSE
[preprint PDF] What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards Genai
Rudrajit Choudhuri, Bianca Trinkenreich, Rahul Pandita, Eirini Kalliamvakou, Igor Steinmacher, Marco Aurélio Gerosa, Christopher Sanchez, Anita Sarma
conferenceCHASE@ICSE
[preprint PDF] Great Power Brings Great Responsibility: Personalizing Conversational AI for Diverse Problem-Solvers
Ítalo Santos, Kátia Romero Felizardo, Igor Steinmacher, Marco Aurélio Gerosa
conferenceCHASE@ICSE
[preprint PDF] The Multifaceted Nature of Mentoring in OSS: Strategies, Qualities, and Ideal Outcomes
Zixuan Feng, Igor Steinmacher, Marco Aurélio Gerosa, Tyler Menezes, Alexander Serebrenik, Reed Milewicz, Anita Sarma
conferenceICSME
[preprint PDF] Governance Matters: Lessons From Restructuring the Data.Table OSS Project
Pedro Oliveira, Doris Amoakohene, Toby Hocking, Marco Aurélio Gerosa, Igor Steinmacher
conferenceNLBSE@ICSE
[preprint PDF] SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub
Benjamin C. Carter, Jonathan Rivas Contreras, Carlos A. Llanes Villegas, Pawan Acharya, Jack Utzerath, Adonijah O. Farner, Hunter Jenkins, Dylan Johnson, Jacob Penney, Igor Steinmacher, Marco Aurélio Gerosa, Fabio Santos
conferenceSBES
Investigating the Impact of GitHub Discussions on Maintainers' Workload and Community Dynamics
Ana Maciel, Mairieli Wessel, Igor Wiese, Igor Steinmacher
conferenceSBES
PRemo: A Dataset of Emotions Found on Pull Request Discussions
Daniel Coutinho, Juliana Alves Pereira, Breno Braga Neves, João Lucas Correia, Caio Barbosa, Wesley K. G. Assunção, Igor Steinmacher, Marco Aurélio Gerosa, Augusto Baffa, Alessandro Garcia 0001
conferenceSBES
O uso de exemplos trabalhados para facilitar a contribuição de novatos em projetos de software livre
Andressa S. S. Medeiros, Thelma Elita Colanzi, Igor Scaliante Wiese, Igor Fabio Steinmacher
conferenceSBES
Design Thinking as a Toolbox for Requirements Engineering Education: Lessons from the Classroom
Maria Alcimar Costa Meireles, Eriky Rodrigues, Igor Steinmacher, José Carlos Maldonado, Tayana Conte
conferenceSBES
AI-Generated User Stories: Are They Good Enough?
Reine Santos, Igor Steinmacher, Tayana Conte, Ana Carolina Oran, Bruno Gadelha
conferenceSBES
AI in the Design Thinking Toolbox: What to Recommend, When, and Why
Isabella Macedo, Maria Alcimar Costa Meireles, Hannah Barreto, Igor Steinmacher, José Carlos Maldonado, Bruno Gadelha, Tayana Conte
conferenceSBQS
An Approach to Assist the Design of User-Centered Solutions based on Generative AI
Thiago Queiroz, Gretchen Torres de Macedo, Igor Steinmacher, Tayana Conte, Ana Carolina Oran, Bruno Gadelha
conferenceSBQS
Adoption of LLMs in Requirements Engineering: What Practitioners Are Worried About?
Reine Santos, Igor Steinmacher, Tayana Conte, Ana Carolina Oran, Bruno Gadelha
conferenceSIGSOFT FSE Companion
[preprint PDF] Exploring the Untapped: Student Perceptions and Participation in OSS
Ítalo Santos, Kátia Romero Felizardo, Bianca Trinkenreich, Daniel M. Germán, Igor Steinmacher, Marco Aurélio Gerosa
conferenceVL/HCC
Enhancing User-centered Design with Large Language Models
Bruno Gadelha, Thiago Queiroz, Cleidson R. B. de Souza, Tayana Conte, Igor Steinmacher
conferenceWSESE@ICSE
On the Difficulties of Conducting and Replicating Systematic Literature Reviews Studies Using LLMs in Software Engineering
Kátia Romero Felizardo, Anderson Deizepe, Daniel Coutinho, Genildo Gomes, Maria A. C. Meireles, Marco Aurélio Gerosa, Igor Steinmacher
conferenceWSESE@ICSE
[preprint PDF] Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?
Marcelo Costalonga, Bianca Minetto Napoleão, Maria Teresa Baldassarre, Kátia Romero Felizardo, Igor Steinmacher, Marcos Kalinowski

2024

journalAutom. Softw. Eng. 31: 13
[preprint PDF] Can AI serve as a substitute for human subjects in software engineering research?
Marco Aurélio Gerosa, Bianca Trinkenreich, Igor Steinmacher, Anita Sarma
journalInf. Softw. Technol. 171: 107470
Guiding the way: A systematic literature review on mentoring practices in open source software projects
Zixuan Feng, Katie Kimura, Bianca Trinkenreich, Anita Sarma, Igor Steinmacher
journalJ. Softw. Eng. Res. Dev. 12
A portal to catalog worked examples extracted from open source software projects to support the teaching of Software Engineering
Simone de França Tonhão, Thelma Elita Colanzi, Igor Steinmacher
journalACM Trans. Softw. Eng. Methodol. 33: 112:1-112:10
Communicating Study Design Trade-offs in Software Engineering
Martin P. Robillard, Deeksha M. Arya, Neil A. Ernst, Jin L. C. Guo, Maxime Lamothe, Mathieu Nassif, Nicole Novielli, Alexander Serebrenik, Igor Steinmacher, Klaas-Jan Stol
conferenceAIware
Unveiling the Potential of a Conversational Agent in Developer Support: Insights from Mozilla's PDF.js Project
João Lucas Correia, Morgan C. Nicholson, Daniel Coutinho, Caio Barbosa, Marco Castelluccio, Marco Aurélio Gerosa, Alessandro F. Garcia 0001, Igor Steinmacher
conferenceCAIN
[preprint PDF] Developer Experiences with a Contextualized AI Coding Assistant: Usability, Expectations, and Outcomes
Gustavo Pinto 0001, Cleidson R. B. de Souza, Thayssa A. da Rocha, Igor Steinmacher, Alberto de Souza, Edward Monteiro
conferenceEASE
"Looks Good To Me ;-)": Assessing Sentiment Analysis Tools for Pull Request Discussions
Daniel Coutinho, Luisa Cito, Maria Vitória Lima, Beatriz Arantes, Juliana Alves Pereira, Johny Arriel, João Godinho, Vinicius Martins, Paulo Vítor C. F. Libório, Leonardo Pedrosa Leite, Alessandro Garcia 0001, Wesley K. G. Assunção, Igor Steinmacher, Augusto Baffa, Baldoino Fonseca
conferenceESEM★ Best Paper Award
ChatGPT application in Systematic Literature Reviews in Software Engineering: an evaluation of its accuracy to support the selection activity
Kátia Romero Felizardo, Márcia Sampaio Lima, Anderson Deizepe, Tayana Uchôa Conte, Igor Steinmacher
conferenceESEM
Data extraction for systematic mapping study using a large language model - a proof-of-concept study in software engineering
Kátia Romero Felizardo, Igor Steinmacher, Márcia Sampaio Lima, Anderson Deizepe, Tayana Uchôa Conte, Monalessa Perini Barcellos
conferenceESEM
Can ChatGPT emulate humans in software engineering surveys?
Igor Steinmacher, Jacob McAuley Penney, Kátia Romero Felizardo, Alessandro F. Garcia 0001, Marco Aurélio Gerosa
conferenceICSE
How to Support ML End-User Programmers through a Conversational Agent
Emily Judith Arteaga Garcia, João Felipe Nicolaci Pimentel, Zixuan Feng, Marco Aurélio Gerosa, Igor Steinmacher, Anita Sarma
conferenceICSE-SEIP
An Industry Case Study on Adoption of AI-based Programming Assistants
Nicole Davila, Igor Wiese, Igor Steinmacher, Lucas Lucio da Silva, Andre Kawamoto, Gilson Jose Peres Favaro, Ingrid Nunes
conferenceICSE
[preprint PDF] How Far Are We? The Triumphs and Trials of Generative AI in Learning Software Engineering
Rudrajit Choudhuri, Dylan Liu, Igor Steinmacher, Marco Aurélio Gerosa, Anita Sarma
conferenceICSE
Unraveling the Drivers of Sense of Belonging in Software Delivery Teams: Insights from a Large-Scale Survey
Bianca Trinkenreich, Marco Aurélio Gerosa, Igor Steinmacher
conferenceNLBSE@ICSE
Applying Large Language Models to Issue Classification
Gabriel Aracena, Kyle Luster, Fabio Santos, Igor Steinmacher, Marco Aurélio Gerosa
conferencePROMISE
Sociotechnical Dynamics in Open Source Smart Contract Repositories: An Exploratory Data Analysis of Curated High Market Value Projects
Saori Costa, Matheus Paixão, Igor Steinmacher, Pamella Soares, Allysson Allex Araújo, Jerffeson Souza
conferenceSCAM
On the Investigation of Exception Pull Request Characteristics: Exploring the Apache Ecosystem
João Lucas Correia, Daniel Coutinho, Alessandro Garcia 0001, Rafael Maiani de Mello, Caio Barbosa, Anderson Oliveira, Wesley K. G. Assunção, Juliana Alves Pereira, Igor Steinmacher, Marco Aurélio Gerosa, Jairo Souza, Johny Arriel
conferenceVL/HCC
[preprint PDF] Game Elements to Engage Students Learning the Open Source Software Contribution Process
Ítalo Santos, Kátia Romero Felizardo, Marco Aurélio Gerosa, Igor Steinmacher

2023

journalEmpir. Softw. Eng. 28: 98
Much more than a prediction: Expert-based software effort estimation as a behavioral act
Patrícia G. F. Matsubara, Igor Steinmacher, Bruno Gadelha, Tayana Conte
journalEmpir. Softw. Eng. 28: 116
[preprint PDF] Tag that issue: applying API-domain labels in issue tracking systems
Fabio Santos, Joseph Vargovich, Bianca Trinkenreich, Ítalo Santos, Jacob Penney, Ricardo Britto 0001, João Felipe Pimentel, Igor Wiese, Igor Steinmacher, Anita Sarma, Marco Aurélio Gerosa
journalPeerJ Comput. Sci. 9: e1567
Looking for related posts on GitHub discussions
Márcia Lima, Igor Steinmacher, Denae Ford, Evangeline Liu, Grace Vorreuter, Tayana Conte, Bruno Gadelha
journalJ. Softw. Evol. Process. 35
Editorial: Best papers of the 14th International Conference on Software and System Processes (ICSSP 2020) and 15th International Conference on Global Software Engineering (ICGSE 2020)
Igor Steinmacher, Paul M. Clarke, Eray Tuzun, Ricardo Britto 0001
journalJ. Softw. Evol. Process. 35
Editorial: Machine learning, software process, and global software engineering
Igor Steinmacher, Paul M. Clarke, Eray Tuzun, Ricardo Britto 0001
journalIEEE Softw. 40: 72-79
[preprint PDF] Guidelines for Developing Bots for GitHub
Mairieli Wessel, Andy Zaidman, Marco Aurélio Gerosa, Igor Steinmacher
conferenceCONVERSATIONS
[preprint PDF] Anticipating User Needs: Insights from Design Fiction on Conversational Agents for Computational Thinking
Jacob Penney, João Felipe Pimentel, Igor Steinmacher, Marco Aurélio Gerosa
conferenceICSE (SEIS)
[preprint PDF] Designing for Cognitive Diversity: Improving the GitHub Experience for Newcomers
Ítalo Santos, João Felipe Pimentel, Igor Wiese, Igor Steinmacher, Anita Sarma, Marco Aurélio Gerosa
conferenceICSE-SEIP
[preprint PDF] A Model for Understanding and Reducing Developer Burnout
Bianca Trinkenreich, Klaas-Jan Stol, Igor Steinmacher, Marco Aurélio Gerosa, Anita Sarma, Marcelo Lara, Michael Feathers, Nicholas Ross, Kevin Bishop
conferenceICSE
[preprint PDF] Do I Belong? Modeling Sense of Virtual Community Among Linux Kernel Contributors
Bianca Trinkenreich, Klaas-Jan Stol, Anita Sarma, Daniel M. Germán, Marco Aurélio Gerosa, Igor Steinmacher
conferenceICSE
[preprint PDF] Moving on from the Software Engineers' Gambit: An Approach to Support the Defense of Software Effort Estimates
Patrícia G. F. Matsubara, Igor Steinmacher, Bruno Gadelha, Tayana Conte
conferenceICSE
[preprint PDF] Rules of Engagement: Why and How Companies Participate in OSS
Mariam Guizani, Aileen Abril Castro-Guzman, Anita Sarma, Igor Steinmacher
conferenceITiCSE (1)
[preprint PDF] Barriers and Self-Efficacy: A Large-Scale Study on the Impact of OSS Courses on Student Perceptions
Larissa Salerno, Simone de França Tonhão, Igor Steinmacher, Christoph Treude
conferenceMSR
[preprint PDF] GiveMeLabeledIssues: An Open Source Issue Recommendation System
Joseph Vargovich, Fabio Santos, Jacob Penney, Marco Aurélio Gerosa, Igor Steinmacher
conferenceMSR
Tell Me Who Are You Talking to and I Will Tell You What Issues Need Your Skills
Fabio Santos, Jacob Penney, João Felipe Pimentel, Igor Wiese, Igor Steinmacher, Marco Aurélio Gerosa
conferenceSBES
A Conceptual Model to Support Teaching of Software Engineering Controlled (Quasi-)Experiments
Carlos Danilo Luz, Edson Oliveira Jr., Igor Steinmacher
conferenceSBES
[preprint PDF] Gamification in Software Engineering Education: a Tertiary Study
Simone de França Tonhão, Marcelo Shigenaga, Júlio Budiski Herculani, Andressa S. S. Medeiros, Aline M. M. M. Amaral, Williamson Silva, Thelma Elita Colanzi, Igor Steinmacher
conferenceSBQS
SwEDeL: Software Estimates' Defense Lenses Designed from Negotiation Methods
Patrícia Gomes Fernandes Matsubara, Igor Steinmacher, Bruno Gadelha, Tayana Conte
conferenceESEC/SIGSOFT FSE
Do CONTRIBUTING Files Provide Information about OSS Newcomers' Onboarding Barriers?
Felipe Fronchetti, David C. Shepherd, Igor Wiese, Christoph Treude, Marco Aurélio Gerosa, Igor Steinmacher

2022

journalComputer 55: 145-149
Women in Open Source: We Need to Talk About It
Bianca Trinkenreich, Marco Aurélio Gerosa, Igor Steinmacher
journalEmpir. Softw. Eng. 27: 76
[preprint PDF] Will you come back to contribute? Investigating the inactivity of OSS core developers in GitHub
Fabio Calefato, Marco Aurélio Gerosa, Giuseppe Iaffaldano, Filippo Lanubile, Igor Steinmacher
journalEmpir. Softw. Eng. 27: 108
[preprint PDF] Quality gatekeepers: investigating the effects of code review bots on pull request activities
Mairieli Santos Wessel, Alexander Serebrenik, Igor Wiese, Igor Steinmacher, Marco Aurélio Gerosa
journalJ. Syst. Softw. 185: 111148
SEXTAMT: A systematic map to navigate the wide seas of factors affecting expert judgment software estimates
Patrícia Gomes Fernandes Matsubara, Bruno F. Gadelha, Igor Steinmacher, Tayana Uchôa Conte
journalACM SIGSOFT Softw. Eng. Notes 47: 28-31
Summary of the 12th Brazilian Conference on Software and the 1st Latin American School on Software Engineering
Igor Steinmacher, Rafael Prikladnicki, Tayana Conte
journalIEEE Softw. 39: 67-76
[preprint PDF] Challenges for Inclusion in Software Engineering: The Case of the Emerging Papua New Guinean Society
Raula Gaikovina Kula, Christoph Treude, Hideaki Hata, Sebastian Baltes, Igor Steinmacher, Marco Aurélio Gerosa, Winifred Kula Amini
journalACM Trans. Softw. Eng. Methodol. 31: 81:1-81:37
[preprint PDF] Women's Participation in Open Source Software: A Survey of the Literature
Bianca Trinkenreich, Igor Wiese, Anita Sarma, Marco Aurélio Gerosa, Igor Steinmacher
journalIEEE Trans. Software Eng. 48: 241-259
How Gender-Biased Tools Shape Newcomer Experiences in OSS Projects
Hema Susmita Padala, Christopher J. Mendez, Felipe Fronchetti, Igor Steinmacher, Zoe Steine-Hanson, Claudia Hilderbrand, Amber Horvath, Charles Hill 0001, Logan Simpson, Margaret Burnett, Marco Aurélio Gerosa, Anita Sarma
journalIEEE Trans. Software Eng. 48: 3940-3953
[preprint PDF] Pots of Gold at the End of the Rainbow: What is Success for Open Source Contributors?
Bianca Trinkenreich, Mariam Guizani, Igor Wiese, Tayana Conte, Marco Aurélio Gerosa, Anita Sarma, Igor Steinmacher
conferenceEASE
How Experimentation in Software Engineering has been taught? Survey and Research Agenda
Carlos Danilo Luz, Edson OliveiraJr, Igor Fabio Steinmacher
conferenceESEM
How to Choose a Task? Mismatches in Perspectives of Newcomers and Existing Contributors
Fabio Santos, Bianca Trinkenreich, João Felipe Pimentel, Igor Wiese, Igor Steinmacher, Anita Sarma, Marco Aurélio Gerosa
conferenceICSE-SEIS★ Best Paper Award (SEIS)
[preprint PDF] An Empirical Investigation on the Challenges Faced by Women in the Software Industry: A Case Study
Bianca Trinkenreich, Ricardo Britto 0001, Marco Aurélio Gerosa, Igor Steinmacher
conferenceICSE-SEIS
[preprint PDF] How to Debug Inclusivity Bugs? A Debugging Process with Information Architecture
Mariam Guizani, Igor Steinmacher, Jillian Emard, Abrar Fallatah, Margaret Burnett, Anita Sarma
conferenceICSE (NIER)
[preprint PDF] The best defense is a good defense: adapting negotiation methods for tackling pressure over software project estimates
Patrícia G. F. Matsubara, Igor Steinmacher, Bruno Gadelha, Tayana Conte
conferenceICSE-SEIS
[preprint PDF] Perceptions of the State of D&I and D&I Initiative in the ASF
Mariam Guizani, Bianca Trinkenreich, Aileen Abril Castro-Guzman, Igor Steinmacher, Marco Aurélio Gerosa, Anita Sarma
conferenceICSE
Bots for Pull Requests: The Good, the Bad, and the Promising
Mairieli Santos Wessel, Ahmad Abdellatif, Igor Wiese, Tayana Conte, Emad Shihab, Marco Aurélio Gerosa, Igor Steinmacher
conferenceICSME
[preprint PDF] Together or Apart? Investigating a mediator bot to aggregate bot's comments on pull requests
Eric Ribeiro, Ronan Nascimento, Igor Steinmacher, Laerte Xavier, Marco Aurélio Gerosa, Hugo de Paula, Mairieli Wessel
conferenceMSR
BotHunter: An Approach to Detect Software Bots in GitHub
Ahmad Abdellatif, Mairieli Santos Wessel, Igor Steinmacher, Marco Aurélio Gerosa, Emad Shihab
conferenceSBES
A characterization study of testing contributors and their contributions in open source projects
Hugo Henrique Fumero de Souza, Igor Wiese, Igor Steinmacher, Reginaldo Ré
conferenceSBES
"We are dying!" On Death Signals of Software Ecosystems
Felipe Soupinski, Pedro Arantes, Igor Steinmacher, Igor Wiese, Hudson Borges, Bruno B. P. Cafeo, Awdren de Lima Fontão
conferenceSBQS
Joy to the Work: How Does Software Team Formation Strategy Influence Job Satisfaction?
Sérgio Ricardo De Oliveira Cavalcante, Bruno Gadelha, Edson Oliveira 0001, Igor Steinmacher, Walter Takashi Nakamura, Tayana Conte
conferenceSANER
Hits and Misses: Newcomers' ability to identify Skills needed for OSS tasks
Ítalo Santos, Igor Wiese, Igor Steinmacher, Anita Sarma, Marco Aurélio Gerosa

2021

journalBraz. J. Inf. Syst. 14: 1-4
Editorial Vol. 14 No. 3
Flavia Bernardini, André Grützmann, Igor Steinmacher, Awdren L. Fontão, Davi Viana, Flávio E. A. Horita
journalJ. Internet Serv. Appl. 12: 7
Being a Mentor in open source projects
Igor Steinmacher, Sogol Balali, Bianca Trinkenreich, Mariam Guizani, Daniel Izquierdo-Cortazar, Griselda G. Cuevas Zambrano, Marco Aurélio Gerosa, Anita Sarma
journalProc. ACM Hum. Comput. Interact. 5: 301:1-301:21
[preprint PDF] Don't Disturb Me: Challenges of Interacting with Software Bots on Open Source Software Projects
Mairieli Santos Wessel, Igor Wiese, Igor Steinmacher, Marco Aurélio Gerosa
journalProc. ACM Hum. Comput. Interact. 5: 407:1-407:30
The Long Road Ahead: Ongoing Challenges in Contributing to Large OSS Organizations and What to Do
Mariam Guizani, Amreeta Chatterjee, Bianca Trinkenreich, Mary Evelyn May, Geraldine J. Noa-Guevara, Liam James Russell, Griselda G. Cuevas Zambrano, Daniel Izquierdo-Cortazar, Igor Steinmacher, Marco Aurélio Gerosa, Anita Sarma
conferenceCONVERSATIONS
How to Find My Task? Chatbot to Assist Newcomers in Choosing Tasks in OSS Projects
Luiz Philipe Serrano Alves, Igor Scaliante Wiese, Ana Paula Chaves, Igor Steinmacher
conferenceCHASE@ICSE
[preprint PDF] Buying time in software development: how estimates become commitments?
Patrícia G. F. Matsubara, Igor Steinmacher, Bruno Gadelha, Tayana Uchôa Conte
conferenceICSE
What Makes a Great Maintainer of Open Source Projects?
Edson Dias, Paulo Meirelles, Fernando Castor, Igor Steinmacher, Igor Wiese, Gustavo Pinto 0001
conferenceICSE
[preprint PDF] The Shifting Sands of Motivation: Revisiting What Drives Contributors in Open Source
Marco Aurélio Gerosa, Igor Wiese, Bianca Trinkenreich, Georg Link, Gregorio Robles, Christoph Treude, Igor Steinmacher, Anita Sarma
conferenceMSR
Can I Solve It? Identifying APIs Required to Complete OSS Tasks
Fabio Santos, Igor Wiese, Bianca Trinkenreich, Igor Steinmacher, Anita Sarma, Marco Aurélio Gerosa
conferenceSBES
Using Real Worked Examples to Aid Software Engineering Teaching
Simone de França Tonhão, Thelma Elita Colanzi, Igor Steinmacher
conferenceSBES
Towards Improving Experimentation in Software Engineering
Edson Oliveira Jr., Viviane R. Furtado, Henrique Vignando, Carlos Danilo Luz, André F. R. Cordeiro, Igor Steinmacher, Avelino F. Zorzo
conferenceSBES
Trust yourself! Or maybe not: factors related to overconfidence and uncertainty assessments of software effort estimates
Patrícia Matsubara, Igor Steinmacher, José Carlos Maldonado, Bruno Gadelha, Tayana Conte

2020

journalEmpir. Softw. Eng. 25: 2519-2549
Code and commit metrics of developer productivity: a study on team leaders perceptions
Edson Oliveira 0001, Eduardo Fernandes, Igor Steinmacher, Marco Cristo, Tayana Conte, Alessandro Garcia 0001
journalJ. Syst. Softw. 162
[preprint PDF] Google summer of code: Student motivations and contributions
Jefferson De Oliveira Silva, Igor Wiese, Daniel M. Germán, Christoph Treude, Marco Aurélio Gerosa, Igor Steinmacher
journalProc. ACM Hum. Comput. Interact. 4: 180:1-180:22
Hidden Figures: Roles and Pathways of Successful OSS Contributors
Bianca Trinkenreich, Mariam Guizani, Igor Wiese, Anita Sarma, Igor Steinmacher
journalACM SIGSOFT Softw. Eng. Notes 45: 31-34
Summary of the 1st ICSSP-ICGSE Joint Event
Paolo Tell, David Raffo, Liguo Huang, Igor Steinmacher, Ricardo Britto 0001, Eray Tüzün, Paul M. Clarke
conferenceICSE (Workshops)
Conversational Bot for Newcomers Onboarding to Open Source Projects
James Dominic, Jada Houser, Igor Steinmacher, Charles Ritter, Paige Rodeghero
conferenceICSE (Workshops)
The Inconvenient Side of Software Bots on Pull Requests
Mairieli Santos Wessel, Igor Steinmacher
conferenceICSE (Workshops)
How Online Forums Complement Task Documentation in Software Crowdsourcing
Letícia S. Machado, Igor Steinmacher, Sabrina Marczak, Cleidson R. B. de Souza
conferenceICSE (Workshops)
Strategies for Crowdworkers to Overcome Barriers in Competition-based Software Crowdsourcing Development
Alexandre Lazaretti Zanatta, Letícia Machado, Igor Steinmacher, Rafael Prikladnicki, Cleidson R. B. de Souza
conferenceICSE (SEET)
Towards an open repository for teaching software modeling applying active learning strategies
Williamson Silva, Bruno Gadelha, Igor Steinmacher, Tayana Conte
conferenceICSME★ IEEE TCSE Distinguished Paper
Effects of Adopting Code Review Bots on Pull Requests to OSS Projects
Mairieli Santos Wessel, Alexander Serebrenik, Igor Wiese, Igor Steinmacher, Marco Aurélio Gerosa
conferenceICSME
Assessing the Characteristics of FOSS Contributions in Network Automation Projects
John Anderson, Igor Steinmacher, Paige Rodeghero
conferenceSBES
What to Expect from Code Review Bots on GitHub?: A Survey with OSS Maintainers
Mairieli Santos Wessel, Alexander Serebrenik, Igor Wiese, Igor Steinmacher, Marco Aurélio Gerosa
conferenceSBES
A portal for cataloging worked examples extracted from open source software
Simone de França Tonhão, Thelma Elita Colanzi, Igor Steinmacher
conferenceESEC/SIGSOFT FSE
A theory of the engagement in open source projects via summer of code programs
Jefferson De Oliveira Silva, Igor Wiese, Daniel M. Germán, Christoph Treude, Marco Aurélio Gerosa, Igor Steinmacher
conferenceVL/HCC
Refactoring from 9 to 5? What and When Employees and Volunteers Contribute to OSS
Luiz Felipe Dias, Caio Barbosa, Gustavo Pinto 0001, Igor Steinmacher, Baldoino Fonseca, Márcio Ribeiro 0001, Christoph Treude, Daniel Alencar da Costa
conferenceSANER
Pull Requests or Commits? Which Method Should We Use to Study Contributors' Behavior?
Marcus Vinicius Bertoncello, Gustavo Pinto 0001, Igor Scaliante Wiese, Igor Steinmacher
conferenceOpenSym
Recommending Tasks to Newcomers in OSS Projects: How Do Mentors Handle It?
Sogol Balali, Umayal Annamalai, Hema Susmita Padala, Bianca Trinkenreich, Marco Aurélio Gerosa, Igor Steinmacher, Anita Sarma

2019

journalIEEE Access 7: 184063-184077
Students' and Instructors' Perceptions of Five Different Active Learning Strategies Used to Teach Software Modeling
Williamson Silva, Igor Steinmacher, Tayana Conte
journalComput. Support. Cooperative Work. 28: 247-290
Overcoming Social Barriers When Contributing to Open Source Software Projects
Igor Steinmacher, Marco Aurélio Gerosa, Tayana Uchôa Conte, David F. Redmiles
journalPLoS Comput. Biol. 15
Ten simple rules for helping newcomers become contributors to open projects
Dan Sholler, Igor Steinmacher, Denae Ford, Mara Averick, Mike Hoye, Greg Wilson
journalIEEE Softw. 36: 41-49
Let Me In: Guidelines for the Successful Onboarding of Newcomers to Open Source Projects
Igor Steinmacher, Christoph Treude, Marco Aurélio Gerosa
journalIEEE Softw. 36: 12-15
Twenty Years of Open Source Software: From Skepticism to Mainstream
Gregorio Robles, Igor Steinmacher, Paul Adams, Christoph Treude
journalSoftw. Qual. J. 27: 1481-1503
Pieces of contextual information suitable for predicting co-changes? An empirical study
Igor Scaliante Wiese, Rodrigo Takashi Kuroda, Igor Steinmacher, Gustavo Ansaldi Oliva, Reginaldo Ré, Christoph Treude, Marco Aurélio Gerosa
conferenceESEM
Understanding Development Process of Machine Learning Systems: Challenges and Solutions
Elizamary de Souza Nascimento, Iftekhar Ahmed 0001, Edson Oliveira 0001, Márcio Piedade Palheta, Igor Steinmacher, Tayana Conte
conferenceSoHeal@ICSE
[preprint PDF] Why do developers take breaks from contributing to OSS projects?: a preliminary analysis
Giuseppe Iaffaldano, Igor Steinmacher, Fabio Calefato, Marco Aurélio Gerosa, Filippo Lanubile
conferenceBotSE@ICSE
Should I stale or should I close?: an analysis of a bot that closes abandoned issues and pull requests
Mairieli Santos Wessel, Igor Steinmacher, Igor Wiese, Marco Aurélio Gerosa
conferenceICSE (SEET)
Training software engineers using open-source software: the students' perspective
Gustavo Pinto 0001, Clarice Ferreira, Cleice Souza, Igor Steinmacher, Paulo Meirelles
conferenceOSS
What Attracts Newcomers to Onboard on OSS Projects? TL;DR: Popularity
Felipe Fronchetti, Igor Wiese, Gustavo Pinto 0001, Igor Steinmacher
conferenceSBES
How Open is the SBES PC Community?
Fabio Pacheco, Igor Wiese, Igor Steinmacher, Bruno Cartaxo, Gustavo Pinto 0001
conferenceSBES
UML Acceptance: Analyzing the Students' Perception of UML Diagrams
Adriana Lopes, Igor Steinmacher, Tayana Conte

2018

journalComput. Support. Cooperative Work. 27: 679-714
Newcomers' Barriers. . . Is That All? An Analysis of Mentors' and Newcomers' Barriers in OSS Projects
Sogol Balali, Igor Steinmacher, Umayal Annamalai, Anita Sarma, Marco Aurélio Gerosa
journalEmpir. Softw. Eng. 23: 3221-3247
On the challenges of open-sourcing proprietary software projects
Gustavo Pinto 0001, Igor Steinmacher, Luiz Felipe Dias, Marco Aurélio Gerosa
journalJ. Braz. Comput. Soc. 24: 16:1-16:17
Who drives company-owned OSS projects: internal or external members?
Luis Felipe Dias, Igor Steinmacher, Gustavo Pinto 0001
journalJ. Braz. Comput. Soc. 24: 17:1-17:16
Characterizing the hyperspecialists in the context of crowdsourcing software development
Anderson Bergamini de Neira, Igor Steinmacher, Igor Scaliante Wiese
journalProc. ACM Hum. Comput. Interact. 2: 182:1-182:19
The Power of Bots: Characterizing and Understanding Bots in OSS Projects
Mairieli Santos Wessel, Bruno Mendes de Souza, Igor Steinmacher, Igor Scaliante Wiese, Ivanilton Polato, Ana Paula Chaves, Marco Aurélio Gerosa
conferenceCSI-SE@ICSE
Competence, Collaboration, and Time Management: Barriers and Recommendations for Crowdworkers
Alexandre Lazaretti Zanatta, Letícia Machado, Igor Steinmacher
conferenceCHASE@ICSE
Who gets a patch accepted first?: comparing the contributions of employees and volunteers
Gustavo Pinto 0001, Luiz Felipe Dias, Igor Steinmacher
conferenceICSE
Almost there: a study on quasi-contributors in open source software projects
Igor Steinmacher, Gustavo Pinto 0001, Igor Scaliante Wiese, Marco Aurélio Gerosa
conferenceICSE
How modern news aggregators help development communities shape and share knowledge
Maurício Finavaro Aniche, Christoph Treude, Igor Steinmacher, Igor Wiese, Gustavo Pinto 0001, Margaret-Anne D. Storey, Marco Aurélio Gerosa
conferenceIHC
A Gamification Proposal to Support the Onboarding of Newcomers in the FLOSScoach Portal
Carolina Toscani, Daniel Gery, Igor Steinmacher, Sabrina Marczak
conferenceOSS
Leaving Behind the Software History When Transitioning to Open Source: Reasons and Implications
Gustavo Pinto 0001, Igor Steinmacher, Marco Aurélio Gerosa
conferenceSBES
An empirical study on task documentation in software crowdsourcing: the case of the topcoder platform
Luis Vaz, Sabrina Marczak, Igor Steinmacher
conferenceSBES
When students become contributors: leveraging OSS contributions in software engineering courses
Clarice Ferreira, Cleice Souza, Gustavo Pinto 0001, Igor Steinmacher, Paulo Meirelles
conferenceSBES
What are the differences between group and individual modeling when learning UML?
Williamson Silva, Bruno Gadelha, Igor Steinmacher, Tayana Conte

2017

journalJ. Internet Serv. Appl. 8: 17:1-17:4
Free and open source software development: the end of the teenage years
Igor Steinmacher, Gregorio Robles, Brian Fitzgerald 0001, Anthony I. Wasserman
journalJ. Syst. Softw. 128: 220-235
Using contextual information to predict co-changes
Igor Scaliante Wiese, Reginaldo Ré, Igor Steinmacher, Rodrigo Takashi Kuroda, Gustavo Ansaldi Oliva, Christoph Treude, Marco Aurélio Gerosa
journalIEEE Softw. 34: 37-43
Barriers Faced by Newcomers to Software-Crowdsourcing Projects
Alexandre Lazaretti Zanatta, Igor Steinmacher, Letícia S. Machado, Cleidson R. B. de Souza, Rafael Prikladnicki
conferenceCSEE&T
Training Software Engineers Using Open-Source Software: The Professors' Perspective
Gustavo Henrique Lima Pinto, Fernando Figueira Filho, Igor Steinmacher, Marco Aurélio Gerosa
conferenceCSEE&T
Is It Better to Learn from Problems or Erroneous Examples?
Williamson Alison Freitas Silva, Igor Fabio Steinmacher, Tayana Uchôa Conte
conferenceCHASE@ICSE
Using Gamification to Orient and Motivate Students to Contribute to OSS Projects
Guilherme C. Diniz, Marco Aurélio Graciotto Silva, Marco Aurélio Gerosa, Igor Steinmacher
conferenceICSME
How Long and How Much: What to Expect from Summer of Code Participants?
Jefferson De Oliveira Silva, Igor Scaliante Wiese, Daniel M. Germán, Igor Fabio Steinmacher, Marco Aurélio Gerosa
conferenceSBES
Students' Engagement in Open Source Projects: An Analysis of Google Summer of Code
Jefferson De Oliveira Silva, Igor Scaliante Wiese, Igor Steinmacher, Marco Aurélio Gerosa

2016

conferenceICSE
Overcoming open source project entry barriers with a portal for newcomers
Igor Steinmacher, Tayana Uchôa Conte, Christoph Treude, Marco Aurélio Gerosa
conferenceICSME
Who is Who in the Mailing List? Comparing Six Disambiguation Heuristics to Identify Multiple Addresses of a Participant
Igor Scaliante Wiese, José Teodoro da Silva, Igor Steinmacher, Christoph Treude, Marco Aurélio Gerosa
conferenceICSME
How Does the Shift to GitHub Impact Project Collaboration?
Luiz Felipe Dias, Igor Steinmacher, Gustavo Pinto 0001, Daniel Alencar da Costa, Marco Aurélio Gerosa
conferenceSBES
Is a Picture worth a Thousand Words?: A Comparative Analysis of Using Textual and Graphical Approaches to Specify Use Cases
Elizamary Nascimento, Williamson Silva, Tayana Conte, Igor Steinmacher, Jobson L. Massollar, Guilherme Horta Travassos
conferenceSIGSOFT FSE
Training the future workforce through task curation in an OSS ecosystem
Anita Sarma, Marco Aurélio Gerosa, Igor Steinmacher, Rafael Leano
conferenceSANER
More Common Than You Think: An In-depth Study of Casual Contributors
Gustavo Pinto 0001, Igor Steinmacher, Marco Aurélio Gerosa

2015

journalInf. Softw. Technol. 59: 67-85
A systematic literature review on the barriers faced by newcomers to open source software projects
Igor Steinmacher, Marco Aurélio Graciotto Silva, Marco Aurélio Gerosa, David F. Redmiles
conferenceCSCW
Social Barriers Faced by Newcomers Placing Their First Contribution in Open Source Software Projects
Igor Steinmacher, Tayana Conte, Marco Aurélio Gerosa, David F. Redmiles
conferenceHICSS
Understanding and Supporting the Choice of an Appropriate Task to Start with in Open Source Software Communities
Igor Steinmacher, Tayana Uchôa Conte, Marco Aurélio Gerosa
conferenceICEIS (2)
Checklist-based Inspection of SMarty Variability Models - Proposal and Empirical Feasibility Study
Ricardo T. Geraldi, Edson Oliveira Jr., Tayana Conte, Igor Steinmacher
conferenceCHASE@ICSE
Knowledge Management and Organizational Culture in a Software Organization - A Case Study
Jacilane de Holanda Rabelo, Edson César Cunha de Oliveira, Davi Viana dos Santos, Luis Carlos da Silva Braga, Gleison dos Santos Souza, Igor Fabio Steinmacher, Tayana Uchôa Conte
conferenceSBES
Predicting Change Propagation from Repository Information
Igor Scaliante Wiese, Reginaldo Ré, Igor Steinmacher, Rodrigo Takashi Kuroda, Gustavo Ansaldi Oliva, Marco Aurélio Gerosa
conferenceSBES
Increasing the Self-Efficacy of Newcomers to Open Source Software Projects
Igor Steinmacher, Igor Wiese, Tayana Uchôa Conte, Marco Aurélio Gerosa

2014

journalElectron. Commun. Eur. Assoc. Softw. Sci. Technol. 65
Comparing communication and development networks for predicting file change proneness: An exploratory study considering process and social metrics
Igor Scaliante Wiese, Douglas Nassif Junior, Reginaldo Ré, Igor Steinmacher, Marco Aurélio Gerosa
conferenceCRIWG
Choosing an Appropriate Task to Start with in Open Source Software Communities: A Hard Task
Igor Steinmacher, Marco Aurélio Gerosa
conferenceCHASE
The hard life of open source software project newcomers
Igor Steinmacher, Igor Scaliante Wiese, Tayana Conte, Marco Aurélio Gerosa, David F. Redmiles
conferenceOSS
Barriers Faced by Newcomers to Open Source Projects: A Systematic Review
Igor Steinmacher, Marco Aurélio Graciotto Silva, Marco Aurélio Gerosa
conferenceOSS
How to Support Newcomers Onboarding to Open Source Software Projects
Igor Steinmacher, Marco Aurélio Gerosa
conferencePROMISE
Social metrics included in prediction models on software engineering: a mapping study
Igor Scaliante Wiese, Filipe Roseiro Côgo, Reginaldo Ré, Igor Steinmacher, Marco Aurélio Gerosa
conferenceSBES
Preliminary Empirical Identification of Barriers Faced by Newcomers to Open Source Software Projects
Igor Steinmacher, Ana Paula Chaves, Tayana Uchôa Conte, Marco Aurélio Gerosa

2013

journalComput. Support. Cooperative Work. 22: 113-158
Awareness Support in Distributed Software Development: A Systematic Review and Mapping of the Literature
Igor Steinmacher, Ana Paula Chaves, Marco Aurélio Gerosa
conferenceCHASE@ICSE
Why do newcomers abandon open source software projects?
Igor Steinmacher, Igor Scaliante Wiese, Ana Paula Chaves, Marco Aurélio Gerosa
conferenceIWPSE
What can commit metadata tell us about design degradation?
Gustavo Ansaldi Oliva, Igor Steinmacher, Igor Scaliante Wiese, Marco Aurélio Gerosa

2012

conferenceICGSE Workshops
An Extensible Service for Experts Recommendation on Distributed Software Development Projects
José Teodoro da Silva, Marco Aurélio Gerosa, Igor Scaliante Wiese, Reginaldo Ré, Igor Steinmacher
conferenceRSSE@ICSE
Recommending mentors to software project newcomers
Igor Steinmacher, Igor Scaliante Wiese, Marco Aurélio Gerosa
conferenceSBSC
Newcomers Withdrawal in Open Source Software Projects: Analysis of Hadoop Common Project
Igor Steinmacher, Igor Scaliante Wiese, Ana Paula Chaves, Marco Aurélio Gerosa
conferenceSBSC
A Collective Intelligence Based System for Visualizing Problems in Public Roads
Marcelo Koti Nishi, Ana Paula Chaves, Igor Steinmacher
conferenceSBSC
Prediction of Developer Participation in Issues of Open Source Projects
André Luís Schwerz, Rafael Liberato, Igor Scaliante Wiese, Igor Steinmacher, Marco Aurélio Gerosa, João Eduardo Ferreira
conferenceSBSI
The UbiBus Project: Using Context and Ubiquitous Computing to build Advanced Public Transportation Systems to Support Bus Passengers
Vaninha Vieira, Ana Carolina Salgado, Patrícia C. A. R. Tedesco, Valéria Cesário Times, Carlos Ferraz, Elisa H. M. Huzita, Ana Paula Chaves, Igor Steinmacher

2011

journalCLEI Electron. J. 14
OntoDiSENv1: an Ontology to Support Global Software Development
Ana Paula Chaves, Igor Steinmacher, Gislaine Camila Lapasini Leal, Elisa Hatsue Moriya Huzita, Alberto B. Biasão

2010

conferenceCRIWG
Awareness Support in Global Software Development: A Systematic Review Based on the 3C Collaboration Model
Igor Steinmacher, Ana Paula Chaves, Marco Aurélio Gerosa
conferenceSEKE
A Context Conceptual Model for a Distributed Software Development Environment
Ana Paula Chaves, Elisa Hatsue Moriya Huzita, Vaninha Vieira, Igor Steinmacher

2006

conferenceSBSI
GeCA: Uma Ferramenta de Engenharia Reversa e Geração Automática de Código
Igor Steinmacher, Éderson Fernando Amorim, Flávio Luiz Schiavoni, Elisa Hatsue Moriya Huzita
conferenceSEKE
Task Anticipation: A Quantitative Analysis Using Workflow Process Simulation
Igor Steinmacher, José Valdeni de Lima, Elisa Hatsue Moriya Huzita