Findings on teaching machine learning in high school: A ten-year systematic literature review

RM Martins, C Gresse Von Wangenheim - Informatics in Education, 2023 - ceeol.com
Machine Learning (ML) is becoming increasingly present in our lives. Thus, it is important to
introduce ML already in High School, enabling young people to become conscious users …

Teaching machine learning in school: A systematic mapping of the state of the art

LS Marques, C Gresse von Wangenheim… - Informatics in …, 2020 - ceeol.com
Although Machine Learning (ML) is integrated today into various aspects of our lives, few
understand the technology behind it. This presents new challenges to extend computing …

A systematic review of teaching and learning machine learning in K-12 education

IT Sanusi, SS Oyelere, H Vartiainen, J Suhonen… - Education and …, 2023 - Springer
The increasing attention to Machine Learning (ML) in K-12 levels and studies exploring a
different aspect of research on K-12 ML has necessitated the need to synthesize this existing …

[HTML][HTML] Machine learning for middle schoolers: Learning through data-driven design

H Vartiainen, T Toivonen, I Jormanainen… - International Journal of …, 2021 - Elsevier
An entire generation of children is growing up with machine learning (ML) systems that are
greatly disrupting job markets as well as changing people's everyday lives. Yet, that …

Teaching machine learning in elementary school

G Shamir, I Levin - International Journal of Child-Computer Interaction, 2022 - Elsevier
The emergence and ubiquity of Artificial Intelligence in the form of Machine Learning (ML)
systems have revolutionized daily life. However, scant if any attention has been paid to ML …

Machine learning for all!—introducing machine learning in middle and high school

RM Martins, CG von Wangenheim, MF Rauber… - International Journal of …, 2023 - Springer
Abstract Although Machine Learning (ML) is found practically everywhere, few understand
the technology behind it. This presents new challenges to extend computing education by …

Artificial intelligence (AI) learning tools in K-12 education: A scoping review

IHY Yim, J Su - Journal of Computers in Education, 2024 - Springer
Artificial intelligence (AI) literacy is a global strategic objective in education. However, little is
known about how AI should be taught. In this paper, 46 studies in academic conferences …

Evaluation of an online intervention to teach artificial intelligence with learningml to 10-16-year-old students

JD Rodríguez-García, J Moreno-León… - Proceedings of the …, 2021 - dl.acm.org
The inclusion of artificial intelligence (AI) in education is increasingly highlighted by
international organizations and governments around the world as a cornerstone to enable …

Developing computational thinking at school with machine learning: an exploration

JDR García, JM León, MR González… - … on computers in …, 2019 - ieeexplore.ieee.org
Artificial Intelligence (AI) and Machine Learning (ML) have heavily irrupted in society,
bringing new applications and possibilities while introducing some ethical problems …

Why are we not teaching machine learning at high school? A proposal

I Evangelista, G Blesio, E Benatti - 2018 world engineering …, 2018 - ieeexplore.ieee.org
Although there are many online resources for youngsters to start learning about machine
learning on their own, a majority of them require solid mathematical or programming …