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 …
high expectations of its benefits and dire predictions of misuse. While AI systems have …
Understanding design collaboration between designers and artificial intelligence: a systematic literature review
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …
Designers, as a special user group interacting with AI, have received more attention in the …
Investigating how practitioners use human-ai guidelines: A case study on the people+ ai guidebook
Artificial intelligence (AI) presents new challenges for the user experience (UX) of products
and services. Recently, practitioner-facing resources and design guidelines have become …
and services. Recently, practitioner-facing resources and design guidelines have become …
Designerly understanding: Information needs for model transparency to support design ideation for AI-powered user experience
Despite the widespread use of artificial intelligence (AI), designing user experiences (UX) for
AI-powered systems remains challenging. UX designers face hurdles understanding AI …
AI-powered systems remains challenging. UX designers face hurdles understanding AI …
Creating design resources to scaffold the ideation of AI concepts
Advances in artificial intelligence have enabled unprecedented technical capabilities, yet
making these advances useful in the real world remains challenging. We engaged in a …
making these advances useful in the real world remains challenging. We engaged in a …
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks
To design with AI models, user experience (UX) designers must assess the fit between the
model and user needs. Based on user research, they need to contextualize the model's …
model and user needs. Based on user research, they need to contextualize the model's …
Model compression in practice: Lessons learned from practitioners creating on-device machine learning experiences
On-device machine learning (ML) promises to improve the privacy, responsiveness, and
proliferation of new, intelligent user experiences by moving ML computation onto everyday …
proliferation of new, intelligent user experiences by moving ML computation onto everyday …
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 …
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …
AI Is Not a Wildcard: Challenges for Integrating AI into the Design Curriculum
R Flechtner, A Stankowski - Proceedings of the 5th Annual Symposium …, 2023 - dl.acm.org
AI technologies are becoming increasingly important for the design of human-computer
interactions and user experiences. Through their specialized knowledge and creative …
interactions and user experiences. Through their specialized knowledge and creative …
[PDF][PDF] Toward human-centered responsible artificial intelligence: a review of CHI research and industry toolkits
ABSTRACT As Artificial Intelligence (AI) continues to advance rapidly, it becomes
increasingly important to consider AI's ethical and societal implications. In this paper, we …
increasingly important to consider AI's ethical and societal implications. In this paper, we …