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Decision support tools enable improved decision-making for challenging decision problems by empowering stakeholders to process, analyze, visualize, and otherwise make sense of a variety of key factors. Their intentional design is a critical…

Computers and Society · Computer Science 2021-11-12 Narges Ahani , Andrew C. Trapp

A plethora of toolkits, checklists, and workshops have been developed to bridge the well-documented gap between AI ethics principles and practice. Yet little is known about effects of such interventions on practitioners. We conducted an…

Human-Computer Interaction · Computer Science 2025-02-26 Sonja Rattay , Ville Vakkuri , Marco Rozendaal , Irina Shklovski

The past years have presented a surge in (AI) development, fueled by breakthroughs in deep learning, increased computational power, and substantial investments in the field. Given the generative capabilities of more recent AI systems, the…

Artificial intelligence (AI) ethics has gained significant momentum, evidenced by the growing body of published literature, policy guidelines, and public discourse. However, the practical implementation and adoption of AI ethics principles…

Computers and Society · Computer Science 2025-03-03 Sarah Hladikova , Yuling Wang , Andreia Martinho

Design systems represent a user interaction design and development approach that is currently of avid interest in the industry. However, little research work has been done to synthesize knowledge related to design systems in order to inform…

Software Engineering · Computer Science 2022-05-24 Yassine Lamine , Jinghui Cheng

We present Ethics Readiness Levels (ERLs), a four-level, iterative method to track how ethical reflection is implemented in the design of AI systems. ERLs bridge high-level ethical principles and everyday engineering by turning ethical…

Computers and Society · Computer Science 2025-12-11 Laurynas Adomaitis , Vincent Israel-Jost , Alexei Grinbaum

Context: Dark patterns are user interface or other software designs that deceive or manipulate users to do things they would not otherwise do. Even though dark patterns have been under active research for a long time, including particularly…

Software Engineering · Computer Science 2025-03-04 Jukka Ruohonen , Jani Koskinen , Søren Harnow Klausen , Anne Gerdes

Ethnomethodological fieldwork has long been acknowledged as a potentially valuable way of informing the design of technology. However, there is relatively little methodological support for this activity, particularly in relation to the…

Software Engineering · Computer Science 2024-11-15 Chris Hinds

Increasingly complex and autonomous systems require machine ethics to maximize the benefits and minimize the risks to society arising from the new technology. It is challenging to decide which type of ethical theory to employ and how to…

Artificial Intelligence · Computer Science 2021-01-25 Suzanne Tolmeijer , Markus Kneer , Cristina Sarasua , Markus Christen , Abraham Bernstein

People are increasingly subject to algorithmic decisions, and it is generally agreed that end-users should be provided an explanation or rationale for these decisions. There are different purposes that explanations can have, such as…

Computers and Society · Computer Science 2022-06-01 Emily Sullivan , Philippe Verreault-Julien

This special issue interrogates the meaning and impacts of "tech ethics": the embedding of ethics into digital technology research, development, use, and governance. In response to concerns about the social harms associated with digital…

Computers and Society · Computer Science 2022-05-24 Ben Green

General design principles for visualization have been relatively well-established based on a combination of cognitive and perceptual theory and empirical evaluations over the past 20 years. To determine how these principles hold up across…

Human-Computer Interaction · Computer Science 2020-09-28 Ian T. Ruginski

Recommender systems are becoming increasingly central as mediators of information with the potential to profoundly influence societal opinion. While approaches are being developed to ensure these systems are designed in a responsible way,…

Information Retrieval · Computer Science 2022-09-28 Susan Leavy

Ethical systems are usually described as principles for distinguishing right from wrong and forming beliefs about proper conduct. Ethical topics are complex, with excessively verbose accounts of mental models and intensely ingrained…

Computers and Society · Computer Science 2018-10-08 Sabah Al-Fedaghi

There are many different forms of design knowledge that guide and shape a designer's ability to act and realize potential realities. Methods and schemas are examples of design knowledge commonly used by design researchers and designers…

Human-Computer Interaction · Computer Science 2024-05-03 Shruthi Sai Chivukula , Colin M. Gray

The ethics of emerging technologies faces an anticipation dilemma: engaging too early risks overly speculative concerns, while engaging too late may forfeit the chance to shape a technology's trajectory. Despite various methods to address…

Computers and Society · Computer Science 2025-04-07 Eline de Jong

We present the motivation, design, outline, and lessons learned from an online course in scientific integrity, research ethics, and information ethics provided to over 2000 doctoral and engineering students in STEM fields, first at the…

Human-Computer Interaction · Computer Science 2022-04-07 Thomas Baudel

In this paper we propose a framework for ethical decision making in the context of planning, with intended application to robotics. We put forward a compact but highly expressive language for ethical planning that combines linear temporal…

Artificial Intelligence · Computer Science 2022-06-03 Umberto Grandi , Emiliano Lorini , Timothy Parker , Rachid Alami

Ethics has become a major concern to the information management community, as both algorithms and data should satisfy ethical rules that guarantee not to generate dishonourable behaviours when they are used. However, these ethical rules may…

As intelligent systems are increasingly making decisions that directly affect society, perhaps the most important upcoming research direction in AI is to rethink the ethical implications of their actions. Means are needed to integrate…

Artificial Intelligence · Computer Science 2017-06-09 Virginia Dignum