Enabling human-centered AI: A methodological perspective

W Xu, Z Gao - 2024 IEEE 4th International Conference on …, 2024 - ieeexplore.ieee.org
Human-centered AI (HCAI) is a design philosophy that advocates prioritizing humans in
designing, developing, and deploying intelligent systems, aiming to maximize the benefits of …

An HCAI methodological framework: Putting it into action to enable human-centered AI

W Xu, Z Gao, M Dainoff - arXiv preprint arXiv:2311.16027, 2023 - arxiv.org
Human-centered AI (HCAI), as a design philosophy, advocates prioritizing humans in
designing, developing, and deploying intelligent systems, aiming to maximize the benefits of …

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 …

Human-centered AI: A new synthesis

B Shneiderman - Human-Computer Interaction–INTERACT 2021: 18th …, 2021 - Springer
Researchers, developers, business leaders, policy makers and others are expanding the
technology-centered scope of Artificial Intelligence (AI) to include Human-Centered AI …

Human-centered AI design in reality: a study of developer companies' practices: a study of developer companies' practices

M Hartikainen, K Väänänen, A Lehtiö… - Nordic human …, 2022 - dl.acm.org
Human-Centered AI (HCAI) advocates the development of AI applications that are
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …

Human-centered artificial intelligence: Three fresh ideas

B Shneiderman - AIS Transactions on Human-Computer Interaction, 2020 - aisel.aisnet.org
Abstract Human-Centered AI (HCAI) is a promising direction for designing AI systems that
support human self-efficacy, promote creativity, clarify responsibility, and facilitate social …

Tutorial: Human-centered AI: Reliable, safe and trustworthy

B Shneiderman - Companion Proceedings of the 26th International …, 2021 - dl.acm.org
This 3-hour tutorial proposes a new synthesis, in which Artificial Intelligence (AI) algorithms
are combined with human-centered thinking to make Human-Centered AI (HCAI). This …

Human-centered artificial intelligence: Designing for user empowerment and ethical considerations

UA Usmani, A Happonen… - 2023 5th international …, 2023 - ieeexplore.ieee.org
Human-Centered Artificial Intelligence (AI) focuses on AI systems prioritizing user
empowerment and ethical considerations. We explore the importance of usercentric design …

Human-AI collaboration by design

B Song, Q Zhu, J Luo - Proceedings of the Design Society, 2024 - cambridge.org
Human-AI collaboration (HAIC) is a promising strategy to transform engineering design and
innovation, yet how to design artificial intelligence (AI) to boost HAIC remains unclear …