Teaching machine learning in K–12 classroom: Pedagogical and technological trajectories for artificial intelligence education
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 …
have shown the potential of AI-driven and data-driven approaches in a large number of …
Computing education research compiled: Keyword trends, building blocks, creators, and dissemination
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 …
computing education research (CER) has evolved and matured from its early initiatives and …
Theories of learning as theories of society: A contrapuntal approach to expanding disciplinary authenticity in computing
Background We outline a case for how the Learning Sciences is at a powerful inflection
point where the “real world” needs to be seen as comprised of the political entities and …
point where the “real world” needs to be seen as comprised of the political entities and …
Media Literacy Education in the Age of Machine Learning.
The media environment has radically changed over the past few decades. Transition and
transformation of media platforms has enabled algorithms and automation to take over …
transformation of media platforms has enabled algorithms and automation to take over …
A systematic literature review of empiricism and norms of reporting in computing education research literature
Context. Computing Education Research (CER) is critical to help the computing education
community and policy makers support the increasing population of students who need to …
community and policy makers support the increasing population of students who need to …
Notional machines in computing education: The education of attention
This report defines notional machines (NMs), and provides a series of definitional
characteristics by which they may be identified. Over several sections, it includes a first-hand …
characteristics by which they may be identified. Over several sections, it includes a first-hand …
Automated feedback for participants of hands-on cybersecurity training
Computer-supported learning technologies are essential for conducting hands-on
cybersecurity training. These technologies create environments that emulate a realistic IT …
cybersecurity training. These technologies create environments that emulate a realistic IT …
Understanding conceptual transfer for students learning new programming languages
Prior research has shown that students face transition challenges between programming
languages (PL) over the course of their education. We could not find research attempting to …
languages (PL) over the course of their education. We could not find research attempting to …
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 …
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
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 …
have shown the potential of data-driven approaches in a large number of computing fields …