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Multivariate time series forecasting with hierarchical structure is widely used in real-world applications, e.g., sales predictions for the geographical hierarchy formed by cities, states, and countries. The hierarchical time series (HTS)…

Machine Learning · Computer Science 2023-10-10 Fan Zhou , Chen Pan , Lintao Ma , Yu Liu , Shiyu Wang , James Zhang , Xinxin Zhu , Xuanwei Hu , Yunhua Hu , Yangfei Zheng , Lei Lei , Yun Hu

Open source software (OSS) forms the backbone of industrial data workflows and enterprise systems. However, many OSS projects face operational risks due to informal or centralized governance. This paper presents a practical case study of…

Software Engineering · Computer Science 2026-01-21 Pedro Oliveira , Doris Amoakohene , Toby Hocking , Marco Gerosa , Igor Steinmacher

Software Reliability Growth Models (SRGMs) are based on underlying assumptions which make them typically more suited for quality evaluation of closed-source projects and their development lifecycles. Their usage in open-source software…

Software Engineering · Computer Science 2022-06-27 Radoslav Micko , Stanislav Chren , Bruno Rossi

In open source software (OSS) communities, existing leadership indicators are dominantly measured by code contribution or community influence. Recent studies on emergent leadership shed light on additional dimensions such as intellectual…

Software Engineering · Computer Science 2022-01-31 Yuekai Huang , Ye Yang , Junjie Wang , Wei Zheng , Qing Wang

[Context] Open Source Software (OSS) is nowadays used and integrated in most of the commercial products. However, the selection of OSS projects for integration is not a simple process, mainly due to a of lack of clear selection models and…

Software Engineering · Computer Science 2022-02-07 Xiaozhou Li , Sergio Moreschini , Zheying Zhang , Davide Taibi

Participation of women in Open Source Software (OSS) is very unbalanced, despite various efforts to improve diversity. This is concerning not only because women do not get the chance of career and skill developments afforded by OSS, but…

Software Engineering · Computer Science 2024-01-24 Bianca Trinkenreich , Igor Wiese , Anita Sarma , Marco Gerosa , Igor Steinmacher

Computational research and data analytics increasingly relies on complex ecosystems of open source software (OSS) "libraries" -- curated collections of reusable code that programmers import to perform a specific task. Software documentation…

Computers and Society · Computer Science 2018-06-01 R. Stuart Geiger , Nelle Varoquaux , Charlotte Mazel-Cabasse , Chris Holdgraf

In open source project governance, there has been a lot of concern about how to measure developers' contributions. However, extremely sparse work has focused on enabling developers to improve their contributions, while it is significant and…

Software Engineering · Computer Science 2022-10-26 Jiakuan Fan , Haoyue Wang , Wei Wang , Ming Gao , Shengyu Zhao

In the search for a sustainable approach for software ecosystems that supports experimental and observational science (EOS) across Oak Ridge National Laboratory (ORNL), we conducted a survey to understand the current and future landscape of…

Software Engineering · Computer Science 2022-09-07 David E Bernholdt , Mathieu Doucet , William F Godoy , Addi Malviya-Thakur , Gregory R Watson

The sustainability of AI systems depends on the capacity of project teams to proceed with a continuous sensitivity to their potential real-world impacts and transformative effects. Stakeholder Impact Assessments (SIAs) are governance…

Open Source Software (OSS) ecosystems have reshaped the ways how software-intensive firms develop products and deliver value to customers. However, firms still need support for strategic product planning in terms of what to develop…

Software Engineering · Computer Science 2022-08-02 Johan Linåker , Hussan Munir , Krzysztof Wnuk , Carl-Eric Mols

Open Source Software projects (OSS) are central to modern technology, yet their survival rates remain low. Prior research has examined project mortality through macro-level indicators such as commit activity, developer abandonment, and…

Software Engineering · Computer Science 2026-05-15 Mohit Kaushik , Kuljit Kaur Chahal

Several Open Source Software (OSS) projects depend on the continuity of their development communities to remain sustainable. Understanding how developers become inactive or why they take breaks can help communities prevent abandonment and…

Software Engineering · Computer Science 2022-03-22 Fabio Calefato , Marco Aurelio Gerosa , Giuseppe Iaffaldano , Filippo Lanubile , Igor Steinmacher

We measure cross-boundary collaboration in an open-source software (OSS) ecosystem by reconstructing the bipartite contributor-repository graph of 464 cybersecurity projects and 11,372 contributors active over October 2001-May 2022 (Rawsec…

Computers and Society · Computer Science 2026-05-26 Lucia Gomez Tejeiro , Thibaut Chataing , Julian Jang-Jaccard , Alain Mermoud , Thomas Maillart

Software intensive systems play a crucial role in most, if not all, aspects of modern society. As such, both their sustainability and their role in supporting sustainable processes, must be realized by design. To this aim, the architecture…

Software Engineering · Computer Science 2024-10-22 Patricia Lago , Nelly Condori Fernandez , Iffat Fatima , Markus Funke , Ivano Malavolta

Encompassing a diverse population of developers, non-technical users, organizations, and many other stakeholders, open source software (OSS) development has expanded to broader social movements from the initial product development aims.…

Software Engineering · Computer Science 2023-06-12 Yang Yue , Yi Wang , David Redmiles

Many software developers rely on open source software for developing their applications and writing their source codes. Measuring an independent project's overall productivity is still an open problem for many technology companies. In this…

Software Engineering · Computer Science 2022-03-30 Sairamvinay Vijayaraghavan , Jinxiao Song , Terry Guan , Seongwoo Choi , Sutej Kulkarni

Sustainable Development Goals (SDGs) bring together the diverse development community and provide a clear set of development targets for 2030. Given a large number of actors and initiatives related to these goals, there is a need to have a…

Digital Libraries · Computer Science 2020-06-01 Lukas Pukelis , Nuria Bautista Puig , Mykola Skrynik , Vilius Stanciauskas

The Semantic Web is built on top of Knowledge Organization Systems (KOS) (vocabularies, ontologies, concept schemes) that provide a structured, interoperable and distributed access to Linked Data on the Web. The maintenance of these KOS…

Artificial Intelligence · Computer Science 2015-09-17 Albert Meroño-Peñuela , Christophe Guéret , Stefan Schlobach

In open-source software (OSS), software vulnerabilities have significantly increased. Although researchers have investigated the perspectives of vulnerability reporters and OSS contributor security practices, understanding the perspectives…

Software Engineering · Computer Science 2025-02-04 Jessy Ayala , Yu-Jye Tung , Joshua Garcia
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