What is human-centered about human-centered AI? A map of the research landscape

T Capel, M Brereton - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
The application of Artificial Intelligence (AI) across a wide range of domains comes with both
high expectations of its benefits and dire predictions of misuse. While AI systems have …

The evolution of HCI and human factors: Integrating human and artificial intelligence

M Chignell, L Wang, A Zare, J Li - ACM Transactions on Computer …, 2023 - dl.acm.org
We review HCI history from both the perspective of its 1980s split with human factors and its
nature as a discipline. We then revisit human augmentation as an alternative to user …

[PDF][PDF] From human-computer interaction to human-AI Interaction: new challenges and opportunities for enabling human-centered AI

W Xu, MJ Dainoff, L Ge, Z Gao - arXiv preprint arXiv:2105.05424, 2021 - ask.qcloudimg.com
While AI has benefited humans, it may also harm humans if not appropriately developed. We
conducted a literature review of current related work in developing AI systems from an HCI …

Human-Centered Responsible Artificial Intelligence: Current & Future Trends

M Tahaei, M Constantinides, D Quercia… - Extended Abstracts of …, 2023 - dl.acm.org
In recent years, the CHI community has seen significant growth in research on Human-
Centered Responsible Artificial Intelligence. While different research communities may use …

[HTML][HTML] Where is the human in human-centered AI? Insights from developer priorities and user experiences

WJ Bingley, C Curtis, S Lockey, A Bialkowski… - Computers in Human …, 2023 - Elsevier
Human-centered artificial intelligence (HCAI) seeks to shift the focus in AI development from
technology to people. However, it is not clear whether existing HCAI principles and practices …

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 …

Where is the human? Bridging the gap between AI and HCI

K Inkpen, S Chancellor, M De Choudhury… - Extended abstracts of …, 2019 - dl.acm.org
In recent years, AI systems have become both more powerful and increasingly promising for
integration in a variety of application areas. Attention has also been called to the social …

Human-Centered Explainable AI (HCXAI): beyond opening the black-box of AI

U Ehsan, P Wintersberger, QV Liao… - CHI conference on …, 2022 - dl.acm.org
Explainability of AI systems is crucial to hold them accountable because they are
increasingly becoming consequential in our lives by powering high-stakes decisions in …

[PDF][PDF] The three paradigms of HCI

S Harrison, D Tatar, P Sengers - Alt. Chi. Session at the SIGCHI …, 2007 - academia.edu
There are three paradigms of HCI: Human-Factors, Classical Cognitivism/Information
Processing Based and the Third/Phenomenologically-Situated Paradigm. Each of these …

From human-human collaboration to Human-AI collaboration: Designing AI systems that can work together with people

D Wang, E Churchill, P Maes, X Fan… - Extended abstracts of …, 2020 - dl.acm.org
Artificial Intelligent (AI) and Machine Learning (ML) algorithms are coming out of research
labs into the real-world applications, and recent research has focused a lot on Human-AI …