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Pre-trained models (PTMs) are becoming a common component in open-source software (OSS) development, yet their roles, maintenance practices, and lifecycle challenges remain underexplored. This report presents a plan for an exploratory study…

Software Engineering · Computer Science 2025-04-09 Matin Koohjani , Diego Elias Costa

Mining Software Repositories (MSRs) is an evidence-based methodology that cross-links data to uncover actionable information about software systems. Empirical studies in software engineering often leverage MSR techniques as they allow…

Software Engineering · Computer Science 2022-02-25 Melina Vidoni , Nicolás E. Díaz Ferreyra

The open-source community uses the GitHub platform to exchange and share software applications and services of interest. This paper aims to identify the open-source community's interest in gender-related projects on GitHub. Our findings…

Software Engineering · Computer Science 2023-03-20 Rita Garcia , Christoph Treude , Wendy La

Acknowledgements in scientific articles suggest not only gratitude, but also the interactions among scientists. In this study, we examine the acknowledgement interactions employing data from open-access journals (PLOS series). We built an…

Physics and Society · Physics 2021-04-06 Keigo Kusumegi , Yukie Sano

Recommendation systems have become popular and effective tools to help users discover their interesting items by modeling the user preference and item property based on implicit interactions (e.g., purchasing and clicking). Humans perceive…

Information Retrieval · Computer Science 2023-02-10 Hongyu Zhou , Xin Zhou , Zhiwei Zeng , Lingzi Zhang , Zhiqi Shen

Women have been shown to be effective leaders in many team-based situations. However, it is also well-recognized that women are underrepresented in engineering and technology areas, which leads to wasted efforts and a lack of diversity in…

Software Engineering · Computer Science 2017-09-25 Anh Nguyen-Duc , Soudabeh Khodambashi , Jon Atle Gulla , John Krogstie , Pekka Abrahamsson

Knowledge about the roles developers play in a software project is crucial to understanding the project's collaborative dynamics. Developers are often classified according to the dichotomy of core and peripheral roles. Typically,…

Software Engineering · Computer Science 2016-04-05 Mitchell Joblin , Sven Apel , Claus Hunsen , Wolfgang Mauerer

[Background] An increasing number of commercial firms are participating in Open Source Software (OSS) projects to reduce their development cost and increase technical innovativeness. When collaborating with other firms whose sought values…

Computers and Society · Computer Science 2019-09-13 Anh Nguyen-Duc , Daniela S. Cruzes , Snarby Terje , Pekka Abrahamsson

Recommendation models are predominantly trained using implicit user feedback, since explicit feedback is often costly to obtain. However, implicit feedback, such as clicks, does not always reflect users' real preferences. For example, a…

Information Retrieval · Computer Science 2025-10-06 Mengchen Zhao , Yifan Gao , Yaqing Hou , Xiangyang Li , Pengjie Gu , Zhenhua Dong , Ruiming Tang , Yi Cai

Unbiased data collection is essential to guaranteeing fairness in artificial intelligence models. Implicit bias, a form of behavioral conditioning that leads us to attribute predetermined characteristics to members of certain groups and…

Artificial Intelligence · Computer Science 2020-03-03 Rupam Acharyya , Shouman Das , Ankani Chattoraj , Oishani Sengupta , Md Iftekar Tanveer

Over the past two decades, the notion of implicit bias has come to serve as an important component in our understanding of discrimination in activities such as hiring, promotion, and school admissions. Research on implicit bias posits that…

Computers and Society · Computer Science 2018-01-12 Jon Kleinberg , Manish Raghavan

Gender bias in education gained considerable relevance in the literature over the years. However, while the problem of gender bias in education has been widely addressed from a student perspective, it is still not fully analysed from an…

Computers and Society · Computer Science 2023-09-21 Giordano d'Aloisio , Andrea D'Angelo , Francesca Marzi , Diana Di Marco , Giovanni Stilo , Antinisca Di Marco

Open-source software (OSS) plays a crucial role in modern software development. Utilizing OSS code can greatly accelerate software development, reduce redundancy, and enhance reliability. Python, a widely adopted programming language, is…

Software Engineering · Computer Science 2024-08-21 Zhiqing Zhong , Shilin He , Haoxuan Wang , Boxi Yu , Haowen Yang , Pinjia He

Documenting frameworks provides its users and maintainers useful information on that software's architecture, design, and customization. Despite documentation's importance, the process of creating and maintaining it is considered to imply…

Software Engineering · Computer Science 2022-03-29 João Santos , Filipe Correia

Research on acknowledgment sections of scientific papers has gained significant attention, but there remains a dearth of studies examining acknowledgments in the context of Electronic Theses and Dissertations. This paper addresses this gap…

Digital Libraries · Computer Science 2024-06-11 Manika Lamba , Hendrik Erz

Usability is an increasing concern in open source software (OSS). Given the recent changes in the OSS landscape, it is imperative to examine the OSS contributors' current valued factors, practices, and challenges concerning usability. We…

Software Engineering · Computer Science 2020-07-15 Wenting Wang , Jinghui Cheng , Jin L. C. Guo

One can point to a variety of historical milestones for gender equality in STEM (science, technology, engineering, and mathematics), however, practical effects are incremental and ongoing. It is important to quantify gender differences in…

The names of variables and functions serve as implicit documentation and are instrumental for program comprehension. But choosing good meaningful names is hard. We perform a sequence of experiments in which a total of 334 subjects are…

Software Engineering · Computer Science 2021-03-16 Dror G. Feitelson , Ayelet Mizrahi , Nofar Noy , Aviad Ben Shabat , Or Eliyahu , Roy Sheffer

Open source software (OSS) development relies on diverse skill sets. However, to our knowledge, there are no tools which detect OSS-related skills. In this paper, we present a novel method to detect OSS skills and prototype it in a tool…

Software Engineering · Computer Science 2022-03-07 Jenny T. Liang , Thomas Zimmermann , Denae Ford

Although the need for gender-inclusivity in software itself is gaining attention among both SE researchers and SE practitioners, and methods have been published to help, little has been reported on how to make such methods work in…

Software Engineering · Computer Science 2019-05-28 Claudia Hilderbrand , Christopher Perdriau , Lara Letaw , Jillian Emard , Zoe Steine-Hanson , Margaret Burnett , Anita Sarma