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 …

[HTML][HTML] Google Earth Engine and artificial intelligence (AI): a comprehensive review

L Yang, J Driscol, S Sarigai, Q Wu, H Chen, CD Lippitt - Remote Sensing, 2022 - mdpi.com
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 …

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

A Sharma, IW Lin, AS Miner, DC Atkins… - Nature Machine …, 2023 - nature.com
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
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

WJ Bingley, C Curtis, S Lockey, A Bialkowski… - Computers in Human …, 2023 - Elsevier
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 …

[PDF][PDF] Beyond accuracy: The role of mental models in human-AI team performance

G Bansal, B Nushi, E Kamar, WS Lasecki… - Proceedings of the AAAI …, 2019 - aaai.org
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 …

Teachable machine: Approachable Web-based tool for exploring machine learning classification

M Carney, B Webster, I Alvarado, K Phillips… - Extended abstracts of …, 2020 - dl.acm.org
Teachable Machine (teachablemachine. withgoogle. com) is a web-based GUI tool for
creating custom machine learning classification models without specialized technical …

Re-examining whether, why, and how human-AI interaction is uniquely difficult to design

Q Yang, A Steinfeld, C Rosé… - Proceedings of the 2020 …, 2020 - dl.acm.org
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 …

" Explorers of Unknown Planets" Practices and Politics of Artificial Intelligence in Visual Arts

B Caramiaux, S Fdili Alaoui - Proceedings of the ACM on Human …, 2022 - dl.acm.org
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 …

A review of user interface design for interactive machine learning

JJ Dudley, PO Kristensson - ACM Transactions on Interactive Intelligent …, 2018 - dl.acm.org
Interactive Machine Learning (IML) seeks to complement human perception and intelligence
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

G Dove, K Halskov, J Forlizzi… - Proceedings of the 2017 …, 2017 - dl.acm.org
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 …