Teaching machine learning in K–12 classroom: Pedagogical and technological trajectories for artificial intelligence education

M Tedre, T Toivonen, J Kahila, H Vartiainen… - IEEE …, 2021 - ieeexplore.ieee.org
Over the past decades, numerous practical applications of machine learning techniques
have shown the potential of AI-driven and data-driven approaches in a large number of …

Computational thinking, between Papert and Wing

M Lodi, S Martini - Science & education, 2021 - Springer
Abstract The pervasiveness of Computer Science (CS) in today's digital society and the
extensive use of computational methods in other sciences call for its introduction in the …

The long quest for computational thinking

M Tedre, PJ Denning - Proceedings of the 16th Koli Calling international …, 2016 - dl.acm.org
Computational thinking (CT) is a popular phrase that refers to a collection of computational
ideas and habits of mind that people in computing disciplines acquire through their work in …

Computing education research compiled: Keyword trends, building blocks, creators, and dissemination

M Apiola, M Saqr, S López-Pernas, M Tedre - IEEE Access, 2022 - ieeexplore.ieee.org
The need for organized computing education efforts dates back to the 1950s. Since then,
computing education research (CER) has evolved and matured from its early initiatives and …

Computational thinking: A disciplinary perspective

PJ Denning, M Tedre - Informatics in Education, 2021 - ceeol.com
Over its short disciplinary history, computing has seen a stunning number of descriptions of
the field's characteristic ways of thinking and practicing, under a large number of different …

[图书][B] Coding literacy: How computer programming is changing writing

A Vee - 2017 - books.google.com
How the theoretical tools of literacy help us understand programming in its historical, social
and conceptual contexts. The message from educators, the tech community, and even …

[图书][B] A new history of modern computing

T Haigh, PE Ceruzzi - 2021 - books.google.com
How the computer became universal. Over the past fifty years, the computer has been
transformed from a hulking scientific supertool and data processing workhorse, remote from …

[图书][B] On the foundations of computing

G Primiero - 2020 - books.google.com
Computing, today more than ever before, is a multi-faceted discipline which collates several
methodologies, areas of interest, and approaches: mathematics, engineering, programming …

Grand theories or design guidelines? perspectives on the role of theory in computing education research

M Tedre, J Pajunen - ACM Transactions on Computing Education, 2022 - dl.acm.org
A rich body of empirically grounded results and a solid theory base have often been viewed
as signs of a mature discipline. Many disciplines have frequently debated what they should …

Teaching machine learning in K-12 computing education: Potential and pitfalls

M Tedre, T Toivonen, J Kahila, H Vartiainen… - arXiv preprint arXiv …, 2021 - arxiv.org
Over the past decades, numerous practical applications of machine learning techniques
have shown the potential of data-driven approaches in a large number of computing fields …