Artificial intelligence project success factors—beyond the ethical principles

GJ Miller - Special Sessions in the Advances in Information …, 2021 - Springer
The algorithms implemented through artificial intelligence (AI) and big data projects are
used in life-and-death situations. Despite research that addresses varying aspects of moral …

Mind the gap! Bridging explainable artificial intelligence and human understanding with Luhmann's Functional Theory of Communication

B Keenan, K Sokol - arXiv preprint arXiv:2302.03460, 2023 - arxiv.org
Over the past decade explainable artificial intelligence has evolved from a predominantly
technical discipline into a field that is deeply intertwined with social sciences. Insights such …

The tensions of data sharing for human rights: A modern slavery case study

J Hancock, S Mahesh, J Cobbe, J Singh… - The 2024 ACM …, 2024 - dl.acm.org
There are calls for greater data sharing to address human rights issues. Advocates claim this
will provide an evidence-base to increase transparency, improve accountability, enhance …

Trouble at Sea: Data and digital technology challenges for maritime human rights concerns

J Hancock, R Hui, J Singh, A Mazumder - The 2024 ACM Conference on …, 2024 - dl.acm.org
Recent years have revealed the severity and scale of human rights abuses at sea. Yet
maritime human rights investigations remain challenging due to an array of difficulties …

Meaningful Transparency for Clinicians: Operationalising HCXAI Research with Gynaecologists

BGS Schor, E Kallina, J Singh, A Blackwell - The 2024 ACM Conference …, 2024 - dl.acm.org
AI systems can bring great benefits to our healthcare systems, eg by improving patient
outcomes. Yet implementing them into clinical practice remains challenging. To bridge the …

Questionable stepwise explanations for a robust additive preference model

M Amoussou, K Belahcène, C Labreuche… - International Journal of …, 2024 - Elsevier
In this paper, we study Multiple Criteria Decision Aiding (MCDA) problems modeled using
an additive value function. We consider an epistemic framework in which the preferences of …

Making It Possible for the Auditing of AI: A Systematic Review of AI Audits and AI Auditability

Y Li, S Goel - Information Systems Frontiers, 2024 - Springer
Artificial intelligence (AI) technologies have become the key driver of innovation in society.
However, numerous vulnerabilities of AI systems can lead to negative consequences for …

Legal contestation of artificial intelligence-related decision-making in the United Kingdom: reflections for policy

A Drake, P Keller, I Pietropaoli, A Puri… - … Review of Law …, 2022 - Taylor & Francis
This paper considers legal contestation in the UK as a source of useful reflections for AI
policy. The government has published a 'National AI Strategy', but it is unclear how effective …

A comprehensive review of techniques for documenting artificial intelligence

F Königstorfer - Digital Policy, Regulation and Governance, 2024 - emerald.com
Purpose Companies are increasingly benefiting from artificial intelligence (AI) applications
in various domains, but also facing its negative impacts. The challenge lies in the lack of …

Advancing data justice research and practice: An integrated literature review

D Leslie, M Katell, M Aitken, J Singh, M Briggs… - arXiv preprint arXiv …, 2022 - arxiv.org
The Advancing Data Justice Research and Practice (ADJRP) project aims to widen the lens
of current thinking around data justice and to provide actionable resources that will help …