A situation awareness perspective on human-AI interaction: Tensions and opportunities
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 …
required to understand the humanistic aspects of AI design, identify the mechanisms through …
Transitioning to human interaction with AI systems: New challenges and opportunities for HCI professionals to enable human-centered AI
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 …
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
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 …
conducted a literature review of current related work in developing AI systems from an HCI …
[HTML][HTML] Where is the human in human-centered AI? Insights from developer priorities and user experiences
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 …
technology to people. However, it is not clear whether existing HCAI principles and practices …
The situation awareness framework for explainable AI (SAFE-AI) and human factors considerations for XAI systems
L Sanneman, JA Shah - International Journal of Human–Computer …, 2022 - Taylor & Francis
Recent advances in artificial intelligence (AI) have drawn attention to the need for AI systems
to be understandable to human users. The explainable AI (XAI) literature aims to enhance …
to be understandable to human users. The explainable AI (XAI) literature aims to enhance …
[PDF][PDF] Fostering human agency: A process for the design of user-centric XAI systems
The emerging research field of Explainable Artificial Intelligence (XAI) addresses the
problem that users do not trust or blindly follow AI systems that act as black boxes. XAI …
problem that users do not trust or blindly follow AI systems that act as black boxes. XAI …
Where is the human? Bridging the gap between AI and HCI
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 …
integration in a variety of application areas. Attention has also been called to the social …
Re-examining whether, why, and how human-AI interaction is uniquely difficult to design
Artificial Intelligence (AI) plays an increasingly important role in improving HCI and user
experience. Yet many challenges persist in designing and innovating valuable human-AI …
experience. Yet many challenges persist in designing and innovating valuable human-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 …
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …
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 …
application+ a human-centered approach.→ HCI professionals should take a leading role by …