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The emergence and growth of research on issues of ethics in AI, and in particular algorithmic fairness, has roots in an essential observation that structural inequalities in society are reflected in the data used to train predictive models…

Computers and Society · Computer Science 2020-02-28 Caitlin Kuhlman , Latifa Jackson , Rumi Chunara

Algorithmic discrimination is a condition that arises when data-driven software unfairly treats users based on attributes like ethnicity, race, gender, sexual orientation, religion, age, disability, or other personal characteristics.…

Software Engineering · Computer Science 2024-01-18 Ramandeep Singh Dehal , Mehak Sharma , Ronnie de Souza Santos

In an ideal world, deployed machine learning models will enhance our society. We hope that those models will provide unbiased and ethical decisions that will benefit everyone. However, this is not always the case; issues arise during the…

Computers and Society · Computer Science 2021-11-25 Jasmine DeHart , Chenguang Xu , Lisa Egede , Christan Grant

Using LLMs in healthcare, Computer-Supported Cooperative Work, and Social Computing requires the examination of ethical and social norms to ensure safe incorporation into human life. We conducted a mixed-method study, including an online…

Computers and Society · Computer Science 2025-04-28 Omid Veisi , Sasan Bahrami , Roman Englert , Claudia Müller

Conversational AI systems exhibit a level of human-like behavior that promises to have profound impacts on many aspects of daily life -- how people access information, create content, and seek social support. Yet these models have also…

Human-Computer Interaction · Computer Science 2023-06-21 Christopher M. Homan , Greg Serapio-Garcia , Lora Aroyo , Mark Diaz , Alicia Parrish , Vinodkumar Prabhakaran , Alex S. Taylor , Ding Wang

A yet unmet challenge in algorithmic fairness is the problem of intersectionality, that is, achieving fairness across the intersection of multiple groups -- and verifying that such fairness has been attained. Because intersectional groups…

Machine Learning · Computer Science 2024-11-19 Johannes Himmelreich , Arbie Hsu , Kristian Lum , Ellen Veomett

The digital revolution has brought ethical crossroads of technology, behavior and truth. However, the need of a comprehensive and constructive ethical framework is emerging as digital platforms have been used to build a global chaotic and…

Computers and Society · Computer Science 2023-11-16 David Pastor-Escuredo , Ricardo Vinuesa

Large Language Models (LLMs) are advancing quickly and impacting people's lives for better or worse. In higher education, concerns have emerged such as students' misuse of LLMs and degraded education outcomes. To unpack the ethical concerns…

Amidst decline in public trust in technology, computing ethics have taken center stage, and critics have raised questions about corporate ethics washing. Yet few studies examine the actual implementation of AI ethics values in technology…

Computers and Society · Computer Science 2023-05-17 Sanna J. Ali , Angèle Christin , Andrew Smart , Riitta Katila

The development and the spread of increasingly autonomous digital technologies in our society pose new ethical challenges beyond data protection and privacy violation. Users are unprotected in their interactions with digital technologies…

Computers and Society · Computer Science 2022-04-05 Costanza Alfieri , Paola Inverardi , Patrizio Migliarini , Massimiliano Palmiero

In this paper we present a set of key demarcations, particularly important when discussing ethical and societal issues of current AI research and applications. Properly distinguishing issues and concerns related to Artificial General…

Artificial Intelligence · Computer Science 2019-05-17 Anders Braarud Hanssen , Stefano Nichele

Many researchers have been concerned with whether social media has a negative impact on the well-being of their audience. With the popularity of social networking sites (SNS) steadily increasing, psychological and social sciences have shown…

Human-Computer Interaction · Computer Science 2021-04-08 Thomas Mildner , Gian-Luca Savino

Modern society is diverse, multicultural, and multifaceted. Because of these characteristics, we are currently observing an increase in the debates about equity, diversity, and inclusion in different areas, especially because several groups…

Software Engineering · Computer Science 2023-03-13 Ronnie de Souza Santos , Brody Stuart-Verner , Cleyton de Magalhaes

As Artificial Intelligence (AI) systems become increasingly integrated into various aspects of daily life, concerns about privacy and ethical accountability are gaining prominence. This study explores stakeholder perspectives on privacy in…

Computers and Society · Computer Science 2025-03-18 Ajay Kumar Shrestha , Sandhya Joshi

Online communities are important spaces for members of marginalized groups to organize and support one another. To better understand the experiences of fat people -- a group whose marginalization often goes unrecognized -- in online…

Human-Computer Interaction · Computer Science 2024-10-08 Blakeley H. Payne , Jordan Taylor , Katta Spiel , Casey Fiesler

As AI systems become increasingly embedded in organizational workflows and consumer applications, ethical principles such as fairness, transparency, and robustness have been widely endorsed in policy and industry guidelines. However, there…

Human-Computer Interaction · Computer Science 2025-08-11 Stefan Pasch , Min Chul Cha

Fair machine learning research has been primarily concerned with classification tasks that result in discrimination. However, as machine learning algorithms are applied in new contexts the harms and injustices that result are qualitatively…

Machine Learning · Computer Science 2023-09-29 James Michelson

While much research in artificial intelligence (AI) has focused on scaling capabilities, the accelerating pace of development makes countervailing work on producing harmless, "aligned" systems increasingly urgent. Yet research on alignment…

Artificial Intelligence · Computer Science 2025-12-12 Dani Roytburg , Beck Miller

We assert that it is the ethical duty of software engineers to strive to reduce software discrimination. This paper discusses how that might be done. This is an important topic since machine learning software is increasingly being used to…

Software Engineering · Computer Science 2019-10-31 Joymallya Chakraborty , Tianpei Xia , Fahmid M. Fahid , Tim Menzies

Ethical questions are discussed regularly in computer security. Still, researchers in computer security lack clear guidance on how to make, document, and assess ethical decisions in research when what is morally right or acceptable is not…

Cryptography and Security · Computer Science 2025-09-12 Harshini Sri Ramulu , Helen Schmitt , Bogdan Rerich , Rachel Gonzalez Rodriguez , Tadayoshi Kohno , Yasemin Acar