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 …
The evolution of HCI and human factors: Integrating human and artificial intelligence
We review HCI history from both the perspective of its 1980s split with human factors and its
nature as a discipline. We then revisit human augmentation as an alternative to user …
nature as a discipline. We then revisit human augmentation as an alternative to user …
[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 …
Human-Centered Responsible Artificial Intelligence: Current & Future Trends
In recent years, the CHI community has seen significant growth in research on Human-
Centered Responsible Artificial Intelligence. While different research communities may use …
Centered Responsible Artificial Intelligence. While different research communities may use …
[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 …
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 …
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 …
Human-Centered Explainable AI (HCXAI): beyond opening the black-box of AI
Explainability of AI systems is crucial to hold them accountable because they are
increasingly becoming consequential in our lives by powering high-stakes decisions in …
increasingly becoming consequential in our lives by powering high-stakes decisions in …
[PDF][PDF] The three paradigms of HCI
There are three paradigms of HCI: Human-Factors, Classical Cognitivism/Information
Processing Based and the Third/Phenomenologically-Situated Paradigm. Each of these …
Processing Based and the Third/Phenomenologically-Situated Paradigm. Each of these …
From human-human collaboration to Human-AI collaboration: Designing AI systems that can work together with people
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 …
labs into the real-world applications, and recent research has focused a lot on Human-AI …