Fostering machine learning literacy in senior primary education: Evaluating a structured pedagogical course design

Created: 2026-08-01 | Tags: ai-literacyk-12computational-thinkinginstructional-design

Authors: Siu Cheung Kong, Qiaoyi Wang Source: Computers and Education: AI, Vol 11 โ€” Open Access (CC BY 4.0)

Key Findings

Designed and validated a 6-8 hour course teaching ML concepts to 752 primary students. Used guided worksheets, hands-on robot interaction, and iterative refinement. Students comprehended supervised learning and reinforcement learning (KNN, ANN). Fostered reflective thinking by comparing ML and human learning processes. Confirms feasibility of early ML education at scale.

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