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Recommender systems are a valuable tool for software engineers. For example, they can provide developers with a ranked list of files likely to contain a bug, or multiple auto-complete suggestions for a given method stub. However, the way…

软件工程 · 计算机科学 2022-08-02 Christoph Treude

In recent years, concerns have increased over the lack of contributor diversity in open source software (OSS), despite its status as a paragon of open collaboration. OSS is an important form of digital infrastructure and part of a career…

人机交互 · 计算机科学 2024-09-10 Hana Frluckaj , James Howison , Laura Dabbish , Nikki Stevens

Open Source Software (OSS) has been widely used in the educational environment largely due to its reduced cost of ownership. While OSS has evolved over the years, challenges exist in its implementation and wide adoption. Foremost among…

计算机与社会 · 计算机科学 2019-01-04 Ryan Ebardo

Background: Evolution of open source projects frequently depends on a small number of core developers. The loss of such core developers might be detrimental for projects and even threaten their entire continuation. However, it is possible…

软件工程 · 计算机科学 2019-06-20 Guilherme Avelino , Eleni Constantinou , Marco Tulio Valente , Alexander Serebrenik

Recommender systems are increasingly used to predict and serve content that aligns with user taste, yet the task of matching new users with relevant content remains a challenge. We consider podcasting to be an emerging medium with rapid…

Open-source software (OSS) supply chain security has become a topic of concern for organizations. Patching an OSS vulnerability can require updating other dependent software products in addition to the original package. However, the…

软件工程 · 计算机科学 2024-04-19 Cadence Patrick , Kimberly Ruth , Zakir Durumeric

The gender gap is a significant concern facing the software industry as the development becomes more geographically distributed. Widely shared reports indicate that gender differences may be specific to each region. However, how complete…

计算机与社会 · 计算机科学 2021-09-17 Gede Artha Azriadi Prana , Denae Ford , Ayushi Rastogi , David Lo , Rahul Purandare , Nachiappan Nagappan

Recommender systems can be characterized as software solutions that provide users convenient access to relevant content. Traditionally, recommender systems research predominantly focuses on developing machine learning algorithms that aim to…

信息检索 · 计算机科学 2022-10-20 Dietmar Jannach

As collaborative coding environments make it easier to contribute to software projects, the number of developers involved in these projects keeps increasing. This increase makes it more difficult for code reviewers to deal with buggy…

软件工程 · 计算机科学 2020-04-08 Filipe Falcão , Caio Barbosa , Baldoino Fonseca , Alessandro Garcia , Márcio Ribeiro , Rohit Ghey

Recommender systems are a ubiquitous feature of online platforms. Increasingly, they are explicitly tasked with increasing users' long-term satisfaction. In this context, we study a content exploration task, which we formalize as a…

机器学习 · 计算机科学 2023-07-21 Thomas M. McDonald , Lucas Maystre , Mounia Lalmas , Daniel Russo , Kamil Ciosek

Background: By creating ecosystems around platforms of Open Source Software (OSS) and Open Data (OD), and adopting open collaborative development practices, platform providers may exploit open innovation benefits. However, adopting such…

软件工程 · 计算机科学 2022-08-02 Johan Linåker , Per Runeson

Easy and mostly free access to the internet has resulted in the growing use of open source software (OSS). However, it is a common perception that closed proprietary software is still superior in areas such as software maintenance and…

软件工程 · 计算机科学 2015-12-01 Arif Raza , Luiz Fernando Capretz , Faheem Ahmed

Open source software (OSS) often prioritizes technical functionality over usability and UX design. This imbalance limits OSS adoption among broader, non-technical users. Key underlying factors contributing to this issue are the shortage of…

人机交互 · 计算机科学 2026-04-29 Rozhan Hozhabri Nezhad , Jin L. C. Guo , Jinghui Cheng

Reopened bugs can degrade the overall quality of a software system since they require unnecessary rework by developers. Moreover, reopened bugs also lead to a loss of trust in the end-users regarding the quality of the software. Thus,…

软件工程 · 计算机科学 2022-02-18 Ankur Tagra , Haoxiang Zhang , Gopi Krishnan Rajbahadur , Ahmed E. Hassan

One of the most challenging recommendation tasks is recommending to a new, previously unseen user. This is known as the 'user cold start' problem. Assuming certain features or attributes of users are known, one approach for handling new…

Scientific open-source software (OSS) has greatly benefited research communities through its transparent and collaborative nature. Given its critical role in scientific research, ensuring the sustainability of such software has become…

软件工程 · 计算机科学 2024-02-26 Jiayi Sun , Aarya Patil , Youhai Li , Jin L. C. Guo , Shurui Zhou

DevOps is an approach based on lean and agile principles in which business, development, operations, and quality teams cooperate to deliver software continuously aiming at reducing time to market, and receiving constant feedback from…

软件工程 · 计算机科学 2021-09-21 Mauro Lourenço Pedra , Mônica Ferreira da Silva , Leonardo Guerreiro Azevedo

Modern sequential recommender systems, ranging from lightweight transformer-based variants to large language models, have become increasingly prominent in academia and industry due to their strong performance in the next-item prediction…

信息检索 · 计算机科学 2025-08-11 Danil Gusak , Anna Volodkevich , Anton Klenitskiy , Alexey Vasilev , Evgeny Frolov

Studies over the past decade demonstrated that developers contributing to open source software systems tend to self-organize in "emerging" communities. This latent community structure has a significant impact on software quality. While…

软件工程 · 计算机科学 2021-04-09 Usman Ashraf , Christoph Mayr-Dorn , Atif Mashkoor , Alexander Egyed , Sebastiano Panichella

Understanding motivations of contributors for participating in community question and answer platforms is crucial for sustaining knowledge-sharing ecosystem, which is necessary to advance the discipline while also ensuring its longevity.…