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What is human-centered about human-centered AI? A map of the research landscape
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 …
[HTML][HTML] Google Earth Engine and artificial intelligence (AI): a comprehensive review
Remote sensing (RS) plays an important role gathering data in many critical domains (eg,
global climate change, risk assessment and vulnerability reduction of natural hazards …
global climate change, risk assessment and vulnerability reduction of natural hazards …
Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
with humans to perform simple, mechanistic tasks such as scheduling meetings and …
with humans to perform simple, mechanistic tasks such as scheduling meetings and …
[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 …
[PDF][PDF] Beyond accuracy: The role of mental models in human-AI team performance
Decisions made by human-AI teams (eg., AI-advised humans) are increasingly common in
high-stakes domains such as healthcare, criminal justice, and finance. Achieving high team …
high-stakes domains such as healthcare, criminal justice, and finance. Achieving high team …
Teachable machine: Approachable Web-based tool for exploring machine learning classification
Teachable Machine (teachablemachine. withgoogle. com) is a web-based GUI tool for
creating custom machine learning classification models without specialized technical …
creating custom machine learning classification models without specialized technical …
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 …
" Explorers of Unknown Planets" Practices and Politics of Artificial Intelligence in Visual Arts
Alongside recent advances in artificial intelligence (AI), a new art practice has emerged in
recent years that borrows and transforms these advances in the production of artworks. The …
recent years that borrows and transforms these advances in the production of artworks. The …
A review of user interface design for interactive machine learning
Interactive Machine Learning (IML) seeks to complement human perception and intelligence
by tightly integrating these strengths with the computational power and speed of computers …
by tightly integrating these strengths with the computational power and speed of computers …
UX design innovation: Challenges for working with machine learning as a design material
Machine learning (ML) is now a fairly established technology, and user experience (UX)
designers appear regularly to integrate ML services in new apps, devices, and systems …
designers appear regularly to integrate ML services in new apps, devices, and systems …