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We present a programmatic approach to incorporating ethics into an undergraduate major in statistical and data sciences. We discuss departmental-level initiatives designed to meet the National Academy of Sciences recommendation for…

其他统计学 · 统计学 2022-02-01 Benjamin S. Baumer , Randi L. Garcia , Albert Y. Kim , Katherine M. Kinnaird , Miles Q. Ott

This article offers several contributions to the interdisciplinary project of responsible research and innovation in data science and AI. First, it provides a critical analysis of current efforts to establish practical mechanisms for…

计算机与社会 · 计算机科学 2021-10-12 Christopher Burr , David Leslie

Complexity science, despite its broad scope and potential impact, has not kept pace with fields like artificial intelligence, biotechnology and social sciences in addressing ethical concerns. The field lacks a comprehensive ethical…

Networking research, especially focusing on human mobility, has evolved significantly in the last two decades and now relies on collection and analyzing larger datasets. The increasing sizes of datasets are enabled by larger automated…

计算机与社会 · 计算机科学 2024-03-12 Leonardo Tonetto , Pauline Kister , Nitinder Mohan , Jörg Ott

Data sharing partnerships are increasingly an imperative for research institutions and, at the same time, a challenge for established models of data governance and ethical research oversight. We analyse four cases of data partnership…

计算机与社会 · 计算机科学 2023-01-31 Tsvetelina Hristova , Liam Magee , Emma Kearney

Datasets play a key role in imparting advanced capabilities to artificial intelligence (AI) foundation models that can be adapted to various downstream tasks. These downstream applications can introduce both beneficial and harmful…

计算机与社会 · 计算机科学 2025-07-02 Srija Chakraborty

This article introduces the special issue "Technology Ethics in Action: Critical and Interdisciplinary Perspectives". In response to recent controversies about the harms of digital technology, discourses and practices of "tech ethics" have…

计算机与社会 · 计算机科学 2022-02-02 Ben Green

The use of dialogue systems as a medium for human-machine interaction is an increasingly prevalent paradigm. A growing number of dialogue systems use conversation strategies that are learned from large datasets. There are well documented…

Ethics, or moral philosophy, have existed throughout civil human history. Ethics can be described simplistically as the study of what is good and bad or good and evil. More relevant for contemporary societal discourses, are behavioural…

计算机与社会 · 计算机科学 2023-08-29 Rebekah Rousi , Ville Vakkuri

Managers regularly face a complex ethical dilemma over how to best govern online communities by evaluating the effectiveness of different social or technical strategies. What ethical considerations should guide researchers and managers when…

计算机与社会 · 计算机科学 2015-11-23 Brian C. Keegan , J. Nathan Matias

The concept of AI for Social Good(AI4SG) is gaining momentum in both information societies and the AI community. Through all the advancement of AI-based solutions, it can solve societal issues effectively. To date, however, there is only a…

计算机与社会 · 计算机科学 2021-07-30 Ramya Akula , Ivan Garibay

The University of Washington eScience Institute runs an annual Data Science for Social Good (DSSG) program that selects four projects each year to train students from a wide range of disciplines while helping community members execute…

计算机与社会 · 计算机科学 2017-10-09 Bernease Herman , Gundula Proksch , Rachel Berney , Hillary Dawkins , Jacob Kovacs , Yahui Ma , Jacob Rich , Amanda Tan

Although artificial intelligence (AI) is solving real-world challenges and transforming industries, there are serious concerns about its ability to behave and make decisions in a responsible way. Many AI ethics principles and guidelines for…

人工智能 · 计算机科学 2022-07-22 Qinghua Lu , Liming Zhu , Xiwei Xu , Jon Whittle , David Douglas , Conrad Sanderson

This paper reviews literature pertaining to the development of data science as a discipline, current issues with data bias and ethics, and the role that the discipline of information science may play in addressing these concerns.…

数字图书馆 · 计算机科学 2025-06-05 Brady D. Lund , Ting Wang

This paper aims to shed light on the ethical problems of creating and deploying computer vision tech, particularly in using publicly available datasets. Due to the rapid growth of machine learning and artificial intelligence, computer…

计算机视觉与模式识别 · 计算机科学 2025-08-12 Ghalib Ahmed Tahir

Accessibility research has gained traction, yet ethical gaps persist in the inclusion of individuals with disabilities, especially children. Inclusive research practices are essential to ensure research and design solutions cater to the…

人机交互 · 计算机科学 2024-04-18 Patricia Piedade , Ana Henriques , Filipa Rocha , Isabel Neto , Hugo Nicolau

The deployment of large language models (LLMs) in mental health and other sensitive domains raises urgent questions about ethical reasoning, fairness, and responsible alignment. Yet, existing benchmarks for moral and clinical…

计算与语言 · 计算机科学 2025-09-16 Sai Kartheek Reddy Kasu

We review practical challenges in building and deploying ethical AI at the scale of contemporary industrial and societal uses. Apart from the purely technical concerns that are the usual focus of academic research, the operational…

机器学习 · 计算机科学 2021-08-16 Jiahao Chen , Victor Storchan , Eren Kurshan

Artificial Intelligence (AI) is an effective science which employs strong enough approaches, methods, and techniques to solve unsolvable real world based problems. Because of its unstoppable rise towards the future, there are also some…

人工智能 · 计算机科学 2017-06-12 Alice Pavaloiu , Utku Kose

The rapid advancements in large language models (LLMs) have revolutionized natural language processing, unlocking unprecedented capabilities in communication, automation, and knowledge generation. However, the ethical implications of LLM…

计算机与社会 · 计算机科学 2026-01-27 Javed I. Khan , Sharmila Rahman Prithula