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In computational science and in computer science, research software is a central asset for research. Computational science is the application of computer science and software engineering principles to solving scientific problems, whereas…

Software Engineering · Computer Science 2019-08-19 Wilhelm Hasselbring , Leslie Carr , Simon Hettrick , Heather Packer , Thanassis Tiropanis

Machine-generated artworks are now part of the contemporary art scene: they are attracting significant investments and they are presented in exhibitions together with those created by human artists. These artworks are mainly based on…

Computers and Society · Computer Science 2025-02-14 Giorgio Franceschelli , Mirco Musolesi

The widespread adoption of open source libraries and frameworks can be attributed to their licensing. Open Source Software Licenses (OSS licenses) ensure that software can be sold or distributed as part of aggregate programs from various…

Software Engineering · Computer Science 2025-06-03 Raula Gaikovina Kula , Brittany Anne Reid , Christoph Treude

Copyright in the cultural sphere can act as a barrier to the dissemination of high-quality information. On the other hand it protects works of art that might not be made available otherwise. This dichotomy makes the area of copyright…

Computers and Society · Computer Science 2007-05-23 Teresa Numerico , Jonathan P. Bowen

Publicly available datasets are one of the key drivers for commercial AI software. The use of publicly available datasets is governed by dataset licenses. These dataset licenses outline the rights one is entitled to on a given dataset and…

Machine Learning · Computer Science 2022-04-12 Gopi Krishnan Rajbahadur , Erika Tuck , Li Zi , Dayi Lin , Boyuan Chen , Zhen Ming , Jiang , Daniel M. German

Most modern software products incorporate open source components, which requires compliance with each component's licenses. As noncompliance can lead to significant repercussions, organizations often seek advice from legal practitioners to…

Software Engineering · Computer Science 2024-03-25 Nathan Wintersgill , Trevor Stalnaker , Laura A. Heymann , Oscar Chaparro , Denys Poshyvanyk

This document explains the basic concepts related to software and hardware licenses, and it summarizes the most popular licenses that are currently used for hardware projects. Two case studies of hardware projects at different levels of…

Other Computer Science · Computer Science 2020-10-22 Màrius Montón , Xavier Salazar

This paper summarizes the current copyright related risks that Machine Learning (ML) and Artificial Intelligence (AI) systems (including Large Language Models --LLMs) incur. These risks affect different stakeholders: owners of the copyright…

Software Engineering · Computer Science 2024-05-06 Daniel M. German

Software Heritage is the largest public archive of software source code and associated development history, as captured by modern version control systems. As of July 2023, it has archived more than 16 billion unique source code files coming…

Software Engineering · Computer Science 2023-10-17 Roberto Di Cosmo , Stefano Zacchiroli

Language models may memorize more than just facts, including entire chunks of texts seen during training. Fair use exemptions to copyright laws typically allow for limited use of copyrighted material without permission from the copyright…

Computation and Language · Computer Science 2023-10-24 Antonia Karamolegkou , Jiaang Li , Li Zhou , Anders Søgaard

There is substantial evidence that Artificial Intelligence (AI) and Machine Learning (ML) algorithms can generate bias against minorities, women, and other protected classes. Federal and state laws have been enacted to protect consumers…

Computers and Society · Computer Science 2021-08-23 Nicholas Schmidt , Bryce Stephens

One common task of developing or maintaining software is searching the source code for information like specific method calls or write accesses to certain fields. This kind of information is required to correctly implement new features and…

Software Engineering · Computer Science 2016-11-18 Markus Kimmig , Martin Monperrus , Mira Mezini

Background: The company-internal reuse of software components owned by organizational units in different countries constitutes an implicit licensing across borders, which is taxable. This makes tax authorities a less known stakeholder in…

Software is a central part of modern science, and knowledge of its use is crucial for the scientific community with respect to reproducibility and attribution of its developers. Several studies have investigated in-text mentions of software…

Digital Libraries · Computer Science 2024-04-19 David Schindler , Tazin Hossain , Sascha Spors , Frank Krüger

Context: When software is released publicly, it is common to include with it either the full text of the license or licenses under which it is published, or a detailed reference to them. Therefore public licenses, including FOSS (free, open…

Software Engineering · Computer Science 2023-08-23 Jesús M. González-Barahona , Sergio Montes-Leon , Gregorio Robles , Stefano Zacchiroli

Context: Privacy legislation has impacted the way software systems are developed, prompting practitioners to update their implementations. Specifically, the EU General Data Protection Regulation (GDPR) and the California Consumer Privacy…

Software Engineering · Computer Science 2025-12-12 Georgia M. Kapitsaki , Maria Papoutsoglou , Christoph Treude , Ioanna Theophilou

As computer systems become more and more complex, software and tools lag more and more behind. This is especially true for scientific software that often demands high performance, and thus needs to take advantage of parallelisms, memory…

Computers and Society · Computer Science 2013-09-11 Anne C. Elster

A central notion in U.S. copyright law is judging the substantial similarity between an original and an (allegedly) derived work. Capturing this notion has proven elusive, and the many approaches offered by case law and legal scholarship…

Computers and Society · Computer Science 2022-06-16 Sarah Scheffler , Eran Tromer , Mayank Varia

In the age of algorithms, I focus on the question of how to ensure algorithms that will take over many of our familiar archival and library tasks, will behave according to human ethical norms that have evolved over many years. I start by…

Artificial Intelligence · Computer Science 2018-01-08 Martijn van Otterlo

The rise of Generative Artificial Intelligence systems ("AI systems") has created unprecedented social engagement. AI code generation systems provide responses (output) to questions or requests by accessing the vast library of open-source…

Computers and Society · Computer Science 2024-01-31 Dimitrios Ioannidis , Jeremy Kepner , Andrew Bowne , Harriet S. Bryant