How to explain AI systems to end users: a systematic literature review and research agenda

S Laato, M Tiainen, AKM Najmul Islam… - Internet …, 2022 - emerald.com
Purpose Inscrutable machine learning (ML) models are part of increasingly many
information systems. Understanding how these models behave, and what their output is …

AI governance: themes, knowledge gaps and future agendas

T Birkstedt, M Minkkinen, A Tandon, M Mäntymäki - Internet Research, 2023 - emerald.com
Purpose Following the surge of documents laying out organizations' ethical principles for
their use of artificial intelligence (AI), there is a growing demand for translating ethical …

Generative AI and ChatGPT: Applications, challenges, and AI-human collaboration

F Fui-Hoon Nah, R Zheng, J Cai, K Siau… - Journal of Information …, 2023 - Taylor & Francis
Artificial intelligence (AI) has elicited much attention across disciplines and industries (Hyder
et al., 2019). AI has been defined as “a system's ability to correctly interpret external data, to …

Artificial intelligence (AI) and information systems: perspectives to responsible AI

D Dennehy, A Griva, N Pouloudi, YK Dwivedi… - Information Systems …, 2023 - Springer
AI provides many transformational benefits to organisations across all industries and sectors
(Alshahrani et al., 2021; Dennehy et al., 2022; Dwivedi et al., 2021; Elbanna et al., 2020; …

What about investors? ESG analyses as tools for ethics-based AI auditing

M Minkkinen, A Niukkanen, M Mäntymäki - AI & society, 2024 - Springer
Artificial intelligence (AI) governance and auditing promise to bridge the gap between AI
ethics principles and the responsible use of AI systems, but they require assessment …

Co-shaping an ecosystem for responsible AI: Five types of expectation work in response to a technological frame

M Minkkinen, MP Zimmer, M Mäntymäki - Information Systems Frontiers, 2023 - Springer
Governing artificial intelligence (AI) requires cooperation, although the collaboration's form
remains unclear. Technological frames provide a theoretical perspective for understanding …

Ethics-based AI auditing: A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders

J Laine, M Minkkinen, M Mäntymäki - Information & Management, 2024 - Elsevier
This systematic literature review synthesizes the conceptualizations of ethical principles in AI
auditing literature and the knowledge contributions to the stakeholders of AI auditing. We …

AI ethics principles in practice: Perspectives of designers and developers

C Sanderson, D Douglas, Q Lu… - … on Technology and …, 2023 - ieeexplore.ieee.org
As consensus across the various published AI ethics principles is approached, a gap
remains between high-level principles and practical techniques that can be readily adopted …

[HTML][HTML] The EU's AI act: A framework for collaborative governance

CC Outeda - Internet of Things, 2024 - Elsevier
Abstract In February 2024, the Council and the European Parliament (EP) agreed on the
Artificial Intelligence Regulation (usually known as AI Act, AIA) 1. This regulation evaluates …

Artificial intelligence governance: Ethical considerations and implications for social responsibility

MA Camilleri - Expert systems, 2024 - Wiley Online Library
A number of articles are increasingly raising awareness on the different uses of artificial
intelligence (AI) technologies for customers and businesses. Many authors discuss about …