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 …

[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 …

Toward human-centered AI: a perspective from human-computer interaction

W Xu - interactions, 2019 - dl.acm.org
→ The third wave of AI can be characterized by technological enhancement and
application+ a human-centered approach.→ HCI professionals should take a leading role by …

[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 …

Assessing human-AI interaction early through factorial surveys: a study on the guidelines for human-AI interaction

T Li, M Vorvoreanu, D DeBellis, S Amershi - ACM Transactions on …, 2023 - dl.acm.org
This work contributes a research protocol for evaluating human-AI interaction in the context
of specific AI products. The research protocol enables UX and HCI researchers to assess …

A situation awareness perspective on human-AI interaction: Tensions and opportunities

J Jiang, AJ Karran, CK Coursaris… - … Journal of Human …, 2023 - Taylor & Francis
With the emergent focus on human-centered artificial intelligence (HCAI), research is
required to understand the humanistic aspects of AI design, identify the mechanisms through …

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 …

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 …

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 …

Challenges of human-aware AI systems: AAAI presidential address

S Kambhampati - AI Magazine, 2020 - ojs.aaai.org
From its inception, artificial intelligence (AI) has had a rather ambivalent relationship to
humans—swinging between their augmentation and their replacement. Now, as AI …