Fairness in machine learning: A survey

S Caton, C Haas - ACM Computing Surveys, 2024 - dl.acm.org
When Machine Learning technologies are used in contexts that affect citizens, companies as
well as researchers need to be confident that there will not be any unexpected social …

Principles to practices for responsible AI: closing the gap

D Schiff, B Rakova, A Ayesh, A Fanti… - arXiv preprint arXiv …, 2020 - arxiv.org
Companies have considered adoption of various high-level artificial intelligence (AI)
principles for responsible AI, but there is less clarity on how to implement these principles as …

“Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI

N Sambasivan, S Kapania, H Highfill… - proceedings of the …, 2021 - dl.acm.org
AI models are increasingly applied in high-stakes domains like health and conservation.
Data quality carries an elevated significance in high-stakes AI due to its heightened …

[图书][B] Human-centered AI

B Shneiderman - 2022 - books.google.com
The remarkable progress in algorithms for machine and deep learning have opened the
doors to new opportunities, and some dark possibilities. However, a bright future awaits …

AI+ ethics curricula for middle school youth: Lessons learned from three project-based curricula

R Williams, S Ali, N Devasia, D DiPaola, J Hong… - International Journal of …, 2023 - Springer
Artificial Intelligence (AI) is revolutionizing many industries and becoming increasingly
ubiquitous in everyday life. To empower children growing up with AI to navigate society's …

What do we teach when we teach tech ethics? A syllabi analysis

C Fiesler, N Garrett, N Beard - Proceedings of the 51st ACM technical …, 2020 - dl.acm.org
As issues of technology ethics become more pervasive in the media and public discussions,
there is increasing interest in what role ethics should play in computing education. Not only …

Evaluating an artificial intelligence literacy programme for developing university students' conceptual understanding, literacy, empowerment and ethical awareness

SC Kong, WMY Cheung, G Zhang - Educational Technology & Society, 2023 - JSTOR
Emerging research is highlighting the importance of fostering artificial intelligence (AI)
literacy among educated citizens of diverse academic backgrounds. However, what to …

You can't sit with us: Exclusionary pedagogy in ai ethics education

ID Raji, MK Scheuerman, R Amironesei - Proceedings of the 2021 ACM …, 2021 - dl.acm.org
Given a growing concern about the lack of ethical consideration in the Artificial Intelligence
(AI) field, many have begun to question how dominant approaches to the disciplinary …

Engaging teachers to co-design integrated AI curriculum for K-12 classrooms

P Lin, J Van Brummelen - Proceedings of the 2021 CHI conference on …, 2021 - dl.acm.org
Artificial Intelligence (AI) education is an increasingly popular topic area for K-12 teachers.
However, little research has investigated how AI curriculum and tools can be designed to be …

More than" If Time Allows" the role of ethics in AI education

N Garrett, N Beard, C Fiesler - Proceedings of the AAAI/ACM Conference …, 2020 - dl.acm.org
Even as public pressure mounts for technology companies to consider societal impacts of
products, industries and governments in the AI race are demanding technical talent. To meet …