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 …

STEAM in education: a bibliometric analysis of performance and co-words in Web of Science

JA Marín-Marín, AJ Moreno-Guerrero… - International Journal of …, 2021 - Springer
Background Emerging methodologies that apply and integrate science, technology,
engineering, art, and math (STEAM) in education have appeared in recent years as a …

Visual tools for teaching machine learning in K-12: A ten-year systematic map**

C Gresse von Wangenheim, JCR Hauck… - Education and …, 2021 - Springer
Abstract Teaching Machine Learning in school helps students to be better prepared for a
society rapidly changing due to the impact of Artificial Intelligence. This requires age …

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

RM Martins, CG von Wangenheim, MF Rauber… - International Journal of …, 2024 - 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 …

An empirical analysis of high school students' practices of modelling with unstructured data

S Jiang, A Nocera, C Tatar, MM Yoder… - British Journal of …, 2022 - Wiley Online Library
To date, many AI initiatives (eg, AI4K12, CS for All) developed standards and frameworks as
guidance for educators to create accessible and engaging Artificial Intelligence (AI) learning …

Designing game-based learning for high school artificial intelligence education

M Leitner, E Greenwald, N Wang… - International Journal of …, 2023 - Springer
Artificial Intelligence (AI) permeates every aspect of our daily lives and is no longer a subject
reserved for a select few in higher education but is essential knowledge that our youth need …

Implementing unplugged CS and use-modify-create to develop student computational thinking skills

C Vieira, RL Gómez, M Gómez, M Canu… - Educational Technology & …, 2023 - JSTOR
This paper describes the implementation and student learning outcomes of a nationwide
professional development program for lower secondary and upper secondary school …

Building a computational model of food webs: Impacts on middle school students' computational and systems thinking skills

A Rachmatullah, EN Wiebe - Journal of Research in Science …, 2022 - Wiley Online Library
Integral to fostering computational thinking (CT) skills, which are increasingly essential in
today's digital era, has been the shift of paper‐based pictorial modeling activities to …

An analysis of Use-Modify-Create pedagogical approach's success in balancing structure and student agency

D Franklin, M Coenraad, J Palmer, D Eatinger… - Proceedings of the …, 2020 - dl.acm.org
As computer science instruction gets offered to more young learners, transitioning from
elective to requirement, it is important to explore the relationship between pedagogical …

Enhancing computational thinking through interdisciplinary steam activities using tablets

Ľ Valovičová, J Ondruška, Ľ Zelenický, V Chytrý… - Mathematics, 2020 - mdpi.com
Computational thinking is a highly appreciated skill by mathematicians. It was forecasted
that, in the next few years, half of the jobs in science, mathematics, technology and …