Deep automation bias: how to tackle a wicked problem of AI?

S Strauß - Big Data and Cognitive Computing, 2021 - mdpi.com
… Hence, although different forms of bias can occur, automation is their common ground. The
paper highlights the role of automation and explains why deep automation bias (DAB) is a …

Thinking Critically About the Fourth Industrial Revolution as a Wicked Problem

S Ruysenaar - … Intelligence and Creativity to Solve Wicked Problems, 2021 - igi-global.com
This chapter examines the Fourth Industrial Revolution as a wicked problem. By doing so, it
promotes critical thinking as a key component required to manage the juggernaut that, in …

Wicked problems of smart cities

J Colding, S Barthel, P Sörqvist - Smart Cities, 2019 - mdpi.com
… While it might be difficult to find adequate solutions to effectively deal with wicked problems,
… the wicked problems that we have described in this paper. No doubt, these problems are …

Engagement as leadership-practice for today's global wicked problems: leadership learning for artificial intelligence

W Krause, A Balasescu - International Conference on Human-Computer …, 2022 - Springer
wicked problems of our VUCA times. In line with the works of Rost (1997) and Raelin (2016),
the paper advances a novel approach that decenters our understanding of leadership as …

Towards a Decision Support System for wicked problems: A literature analysis

C Pretorius - 2016 - scholar.sun.ac.za
… DSSs have been shown to provide some benefit to users by neutralising cognitive biases as
well … wicked problems, and as such, an alternative approach to solving wicked problems is …

AI, a wicked problem for cultural policy? Pre-empting controversy and the crisis of cultural participation

E Rindzevičiūtė - International Journal of Cultural Policy, 2022 - Taylor & Francis
… This article explores the practice of pre-empting controversy as an example of the wicked
problem of cultural participation in the digital media. Drawing on science and technology …

" Don't let me be misunderstood": Critical AI literacy for the constructive use of AI technology

S Strauß - … für Technikfolgenabschätzung in Theorie und Praxis …, 2021 - ssoar.info
… inherent in AI systems: deep automation bias. It is assumed that … due to AI-based automation
is a key trigger for bias and other so… Bias in ML is a wicked problem inherent to AI. However, …

Exploring procedural decision support systems for wicked problem resolution

C Pretorius - South African Computer Journal, 2017 - journals.co.za
Wicked problems are hyper-complex problems that are not solvable via traditional methods.
Some common examples of these include issues such as poverty, climate change, business …

On the wicked problem of quantifying and managing non-financial risks and the role of digital technology in providing solutions

T Butler, R Brooks - Journal of Risk Management in Financial …, 2023 - ingentaconnect.com
… Abstract The management of operational risk in financial institutions has all the
characteristics of a ‘wicked problem’. Certainly, the repeated efforts of the Bank of International …

Learning to Engage With Wicked Problems in Teams

M Hoffmann - Journal of Didactics of Philosophy, 2024 - ojs.ub.rub.de
wicked problems and what is required to cope with them, this article provides information that
should be useful for readers who want to include a focus on wicked problems … new bias in …