A systematic review of algorithm aversion in augmented decision making

JW Burton, MK Stein, TB Jensen - Journal of behavioral …, 2020 - Wiley Online Library
Despite abundant literature theorizing societal implications of algorithmic decision making,
relatively little is known about the conditions that lead to the acceptance or rejection of …

Citizens versus the internet: Confronting digital challenges with cognitive tools

A Kozyreva, S Lewandowsky… - … Science in the Public …, 2020 - journals.sagepub.com
The Internet has evolved into a ubiquitous and indispensable digital environment in which
people communicate, seek information, and make decisions. Despite offering various …

The relation between in-service teachers' digital competence and personal and contextual factors: What matters most?

M Lucas, P Bem-Haja, F Siddiq, A Moreira… - Computers & …, 2021 - Elsevier
The objective of this article is twofold:(i) to provide a valid and reliable instrument to measure
teachers' digital competence on the basis of the European Framework for the Digital …

Robust airway microbiome signatures in acute respiratory failure and hospital-acquired pneumonia

E Montassier, GD Kitsios, JE Radder, Q Le Bastard… - Nature Medicine, 2023 - nature.com
Respiratory microbial dysbiosis is associated with acute respiratory distress syndrome
(ARDS) and hospital-acquired pneumonia (HAP) in critically ill patients. However, we lack …

How behavioural sciences can promote truth, autonomy and democratic discourse online

P Lorenz-Spreen, S Lewandowsky… - Nature human …, 2020 - nature.com
Public opinion is shaped in significant part by online content, spread via social media and
curated algorithmically. The current online ecosystem has been designed predominantly to …

Ecological rationality: Fast-and-frugal heuristics for managerial decision making under uncertainty

S Luan, J Reb, G Gigerenzer - Academy of Management Journal, 2019 - journals.aom.org
Heuristics are often viewed as inferior to “rational” strategies that exhaustively search and
process information. Introducing the theoretical perspective of ecological rationality, we …

[LIBRO][B] Classification in the wild: The science and art of transparent decision making

KV Katsikopoulos, O Simsek, M Buckmann… - 2021 - books.google.com
Rules for building formal models that use fast-and-frugal heuristics, extending the
psychological study of classification to the real world of uncertainty. This book focuses on …

Explainable artificial intelligence in data science: From foundational issues towards socio-technical considerations

J Borrego-Díaz, J Galán-Páez - Minds and Machines, 2022 - Springer
A widespread need to explain the behavior and outcomes of AI-based systems has
emerged, due to their ubiquitous presence. Thus, providing renewed momentum to the …

How to “dodge” complex software analytics

A Agrawal, W Fu, D Chen, X Shen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Machine learning techniques applied to software engineering tasks can be improved by
hyperparameter optimization, ie, automatic tools that find good settings for a learner's control …

When does an individual accept misinformation? An extended investigation through cognitive modeling

D Borukhson, P Lorenz-Spreen, M Ragni - Computational brain & …, 2022 - Springer
A new phenomenon is the spread and acceptance of misinformation and disinformation on
an individual user level, facilitated by social media such as Twitter. So far, state-of-the-art …