AI literacy in K-12: a systematic literature review

L Casal-Otero, A Catala, C Fernández-Morante… - International Journal of …, 2023 - Springer
The successful irruption of AI-based technology in our daily lives has led to a growing
educational, social, and political interest in training citizens in AI. Education systems now …

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 …

Emerging technologies in K–12 education: A future HCI research agenda

M Van Mechelen, RC Smith, MM Schaper… - ACM Transactions on …, 2023 - dl.acm.org
This systematic mapping review sheds light on how emerging technologies have been
introduced and taught in various K–12 learning settings, particularly with regard to artificial …

[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 …

ARLEAN: An augmented reality learning analytics ethical framework

A Christopoulos, S Mystakidis, N Pellas, MJ Laakso - Computers, 2021 - mdpi.com
The emergence of the Learning Analytics (LA) field contextualised the connections in
various disciplines and the educational sector, acted as a steppingstone toward the …

[HTML][HTML] High school students exploring machine learning and its societal implications: Opportunities and challenges

MH Kaspersen, KEK Bilstrup, M Van Mechelen… - International Journal of …, 2022 - Elsevier
The increased use of AI and machine learning (ML) calls for a general AI literacy, in
particular regarding understanding how ML works, the process behind creating ML models …

What would the matrix do?: A systematic review of K-12 AI learning contexts and learner-interface interactions

RL Moore, S Jiang, B Abramowitz - Journal of research on …, 2023 - Taylor & Francis
This systematic review examines the empirical literature published between 2014 and 2021
that situates artificial intelligence within K-12 educational contexts. Our review synthesizes …

A decision-support system for assessing the function of machine learning and artificial intelligence in music education for network games

Z Hong Yun, Y Alshehri, N Alnazzawi, I Ullah, S Noor… - Soft Computing, 2022 - Springer
With the impressive enhancement and development of computer technology, artificial
intelligence (AI) and machine learning (ML) are implemented in every field of life. Music is …

VotestratesML: A high school learning tool for exploring machine learning and its societal implications

MH Kaspersen, KEK Bilstrup, M Van Mechelen… - … Europe/MakeEd 2021 …, 2021 - dl.acm.org
The increased use of Artificial Intelligence, and in particular Machine Learning (ML) raises
the need for widespread AI literacy, in three particular areas related to ML; understanding …

Survey of resources for introducing machine learning in K-12 context

IT Sanusi, SS Oyelere, FJ Agbo… - 2021 IEEE frontiers in …, 2021 - ieeexplore.ieee.org
The benefits of teaching machine learning to K-12 pupils include building foundational skills,
useful mental models and inspire the next generation of AI researchers and software …