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Software practitioners discuss problems at work with peers, in-person and online. These discussions can be technical (e.g., how to fix a bug?) and social (e.g., how to assign work fairly?). While there is a growing body of knowledge…

Software Engineering · Computer Science 2024-08-05 Emeralda Sesari , Federica Sarro , Ayushi Rastogi

Background. As digital technologies increasingly shape social domains such as healthcare, public safety, entertainment, and education, software engineering has engaged with ethical and political concerns primarily through the notion of…

Software Engineering · Computer Science 2026-03-31 Lucas Valenca , Ronnie de Souza Santos

Context: Fairness in systems has emerged as a critical concern in software engineering, garnering increasing attention as the field has advanced in recent years. While several guidelines have been proposed to address fairness, achieving a…

Software Engineering · Computer Science 2026-01-01 Kessia Nepomuceno , Fabio Petrillo

As software systems continue to play a significant role in modern society, ensuring their fairness has become a critical concern in software engineering. Motivated by this scenario, this paper focused on exploring the multifaceted nature of…

Software Engineering · Computer Science 2025-01-10 Ronnie de Souza Santos , Felipe Fronchetti , Savio Freire , Rodrigo Spinola

Conversations around diversity and inclusion in software engineering often focus on gender and racial disparities. However, the State of Devs 2025 survey with 8,717 participants revealed that other forms of discrimination are similarly…

Software Engineering · Computer Science 2025-11-03 Shalini Chakraborty , Sebastian Baltes

\textbf{Background:} Fairness and diversity are receiving growing attention in software engineering, particularly as AI and machine learning systems increasingly influence decision-making processes. While fairness is often examined at the…

Software Engineering · Computer Science 2026-03-16 Cleyton Magalhes , Ronnie de Souza Santos , Bimpe Ayoola , Brody Stuart-Verner , Italo Santos

In the last decade, researchers have studied fairness as a software property. In particular, how to engineer fair software systems? This includes specifying, designing, and validating fairness properties. However, the landscape of works…

Software Engineering · Computer Science 2026-04-22 Ezekiel Soremekun , Mike Papadakis , Maxime Cordy , Yves Le Traon

The susceptibility to biases and discrimination is a pressing issue in today's labor markets. While digital recruitment systems play an increasingly significant role in human resource management, a systematic understanding of human-centered…

Human-Computer Interaction · Computer Science 2026-04-21 Changyang He , Yue Deng , Alessandro Fabris , Bo Li , Asia Biega

Recent studies show that gender diversity in IT teams has a positive impact on the software development process. However, there is still a great gender inequality. The aim of our study was to examine how the working atmosphere depends on…

Software Engineering · Computer Science 2019-05-27 Kelly Blincoe , Olga Springer , Michal R. Wrobel

Algorithmic decision-making systems are increasingly used throughout the public and private sectors to make important decisions or assist humans in making these decisions with real social consequences. While there has been substantial…

Human-Computer Interaction · Computer Science 2020-01-28 Ruotong Wang , F. Maxwell Harper , Haiyi Zhu

Machine learning models are widely adopted in scenarios that directly affect people. The development of software systems based on these models raises societal and legal concerns, as their decisions may lead to the unfair treatment of…

Machine Learning · Computer Science 2019-10-08 Inês Valentim , Nuno Lourenço , Nuno Antunes

Being able to access software in daily life is vital for everyone, and thus accessibility is a fundamental challenge for software development. However, given the number of accessibility issues reported by many users, e.g., in app reviews,…

Software Engineering · Computer Science 2021-03-17 Tingting Bi , Xin Xia , David Lo , John Grundy , Thomas Zimmermann , Denae Ford

Machine learning's widespread adoption in decision-making processes raises concerns about fairness, particularly regarding the treatment of sensitive features and potential discrimination against minorities. The software engineering…

Fairness is a critical concept in ethics and social domains, but it is also a challenging property to engineer in software systems. With the increasing use of machine learning in software systems, researchers have been developing techniques…

Software Engineering · Computer Science 2025-01-29 Giordano d'Aloisio , Claudio Di Sipio , Antinisca Di Marco , Davide Di Ruscio

Nowadays, Artificial Intelligence (AI), particularly Machine Learning (ML) and Large Language Models (LLMs), is widely applied across various contexts. However, the corresponding models often operate as black boxes, leading them to…

Software Engineering · Computer Science 2025-12-17 Chaima Boufaied , Thanh Nguyen , Ronnie de Souza Santos

Diversity is an essential aspect of software development because technology influences almost every aspect of modern society, and if the software industry lacks diversity, software products might unintentionally constrain groups of…

Software Engineering · Computer Science 2023-03-24 Ronnie de Souza Santos , Brody Stuart-Verner , Cleyton Magalhaes

Recent years have seen the development of many open-source ML fairness toolkits aimed at helping ML practitioners assess and address unfairness in their systems. However, there has been little research investigating how ML practitioners…

Human-Computer Interaction · Computer Science 2023-01-11 Wesley Hanwen Deng , Manish Nagireddy , Michelle Seng Ah Lee , Jatinder Singh , Zhiwei Steven Wu , Kenneth Holstein , Haiyi Zhu

The happy-productive worker thesis states that happy workers are more productive. Recent research in software engineering supports the thesis, and the ideal of flourishing happiness among software developers is often expressed among…

Software Engineering · Computer Science 2017-07-04 Daniel Graziotin , Fabian Fagerholm , Xiaofeng Wang , Pekka Abrahamsson

Software testing ensures that a system functions correctly, meets specified requirements, and maintains high quality. As artificial intelligence and machine learning (ML) technologies become integral to software systems, testing has evolved…

Software Engineering · Computer Science 2025-07-29 Ronnie de Souza Santos , Matheus de Morais Leca , Reydne Santos , Cleyton Magalhaes

Recommender systems (RS), which are widely deployed across high-stakes domains, are susceptible to biases that can cause large-scale societal impacts. Researchers have proposed methods to measure and mitigate such biases - but translating…

Human-Computer Interaction · Computer Science 2026-03-02 Jing Nathan Yan , Emma Harvey , Junxiong Wang , Jeffrey M. Rzeszotarski , Allison Koenecke
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