Visualization for Human-Centered AI Tools

MN Hoque, S Shin, N Elmqvist - 2024 - ethicseido.com
Scientific research : Visualization for Human-Centered AI Tools | ES/IODE logo es iode logo es
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Designing Human-Centered AI Tools With Interactive Visualization

MN Hoque - 2024 - search.proquest.com
Abstract Human-centered AI (HCAI), rather than replacing the human, puts the user in the
driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software …

Harder, Better, Faster, Stronger: Interactive Visualization for Human-Centered AI Tools

MN Hoque, S Shin, N Elmqvist - arXiv preprint arXiv:2404.02147, 2024 - arxiv.org
Human-centered AI (HCAI), rather than replacing the human, puts the human user in the
driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software …

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 …

Artificial intelligence for humankind: a panel on how to create truly interactive and Human-Centered AI for the benefit of individuals and Society

A Schmidt, F Giannotti, W Mackay… - IFIP Conference on …, 2021 - Springer
This panel discusses the role of human-computer interaction (HCI) in the conception,
design, and implementation of human-centered artificial intelligence (AI). For us, it is …

[PDF][PDF] Human-Computer Interaction and AI

DM Russell, QV Liao, C Kulkarni, E Glassman… - 2023 - academia.edu
ABSTRACT AI and ML are now essential parts of many systems that are currently being
built. What should CHI practitioners know about the possibilities and potential drawbacks of …

[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 …

A" User Experience 3.0 (UX3. 0)" Paradigm Framework: User Experience Design for Human-Centered AI Systems

W Xu - arXiv preprint arXiv:2403.01609, 2024 - arxiv.org
Over the last three decades, user experience (UX) practice can be divided into three stages
in terms of technology platform, user needs, design philosophy, ecosystem, scope, focus …

[PDF][PDF] An HCAI Methodological Framework (HCAI-MF): Putting It Into Action to Enable Human-Centered AI

W Xu, Z Gao, M Dainoff - researchgate.net
Human-centered artificial intelligence (HCAI) is a design philosophy that prioritizes humans
in the design, development, deployment, and use of AI systems, aiming to maximize AI's …

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 …