The future of artificial intelligence at work: A review on effects of decision automation and augmentation on workers targeted by algorithms and third-party observers

M Langer, RN Landers - Computers in Human Behavior, 2021 - Elsevier
Advances in artificial intelligence are increasingly leading to the automation and
augmentation of decision processes in work contexts. Although research originally generally …

Human–autonomy teaming: A review and analysis of the empirical literature

T O'Neill, N McNeese, A Barron, B Schelble - Human factors, 2022 - journals.sagepub.com
Objective We define human–autonomy teaming and offer a synthesis of the existing
empirical research on the topic. Specifically, we identify the research environments …

[图书][B] Human-centered AI

B Shneiderman - 2022 - books.google.com
The remarkable progress in algorithms for machine and deep learning have opened the
doors to new opportunities, and some dark possibilities. However, a bright future awaits …

What do we want from Explainable Artificial Intelligence (XAI)?–A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research

M Langer, D Oster, T Speith, H Hermanns, L Kästner… - Artificial Intelligence, 2021 - Elsevier
Abstract Previous research in Explainable Artificial Intelligence (XAI) suggests that a main
aim of explainability approaches is to satisfy specific interests, goals, expectations, needs …

Supporting Human-AI Teams: Transparency, explainability, and situation awareness

MR Endsley - Computers in Human Behavior, 2023 - Elsevier
Abstract System autonomy and AI are being developed for a wide variety of applications
where they will likely work in tandem with people, forming human-AI teams (HAT). Situation …

Human-centered artificial intelligence: Reliable, safe & trustworthy

B Shneiderman - International Journal of Human–Computer …, 2020 - Taylor & Francis
Well-designed technologies that offer high levels of human control and high levels of
computer automation can increase human performance, leading to wider adoption. The …

Augmenting medical diagnosis decisions? An investigation into physicians' decision-making process with artificial intelligence

E Jussupow, K Spohrer, A Heinzl… - Information Systems …, 2021 - pubsonline.informs.org
Systems based on artificial intelligence (AI) increasingly support physicians in diagnostic
decisions. Compared with rule-based systems, however, these systems are less transparent …

Transitioning to human interaction with AI systems: New challenges and opportunities for HCI professionals to enable human-centered AI

W Xu, MJ Dainoff, L Ge, Z Gao - International Journal of Human …, 2023 - Taylor & Francis
While AI has benefited humans, it may also harm humans if not appropriately developed.
The priority of current HCI work should focus on transiting from conventional human …

A computer science perspective on digital transformation in production

P Brauner, M Dalibor, M Jarke, I Kunze… - ACM Transactions on …, 2022 - dl.acm.org
The Industrial Internet-of-Things (IIoT) promises significant improvements for the
manufacturing industry by facilitating the integration of manufacturing systems by Digital …

From 'automation'to 'autonomy': the importance of trust repair in human–machine interaction

EJ De Visser, R Pak, TH Shaw - Ergonomics, 2018 - Taylor & Francis
Modern interactions with technology are increasingly moving away from simple human use
of computers as tools to the establishment of human relationships with autonomous entities …