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Nicolas Pope; Juho Kahila; Henriikka Vartiainen; Matti Tedre – IEEE Transactions on Learning Technologies, 2025
The rapid advancement of artificial intelligence and its increasing societal impacts have turned many computing educators' focus toward early education in machine learning (ML). Limited options for educational tools for teaching novice learners about the mechanisms of ML and data-driven systems presents a recognized challenge in K-12 computing…
Descriptors: Artificial Intelligence, Computer Oriented Programs, Computer Science Education, Grade 4
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Supanun Pimdee; Thapanee Seechaliao – Journal of Education and Learning, 2025
The research objectives were to 1) study the current conditions, problems, and good practices regarding teaching and learning 2) develop a blended instructional model using problem-based learning with graphic organizers to enhance systems thinking skills in computational science for students in lower secondary school and 3) study the results of…
Descriptors: Blended Learning, Instructional Materials, Secondary School Students, Grade 7
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Wanicha Sakorn; Jirawan Srikram; Rattikan Sarnkong; Nuanhong Khamhong – Higher Education Studies, 2025
The purposes of the current study were to examine the effectiveness of the multimedia computer-based lessons on programming with Scratch in Technology integrated with the TGT cooperative learning technique based on the 80/80 efficiency criterion, to compare the learning achievement of Grade 7 students between those taught using multimedia…
Descriptors: Multimedia Instruction, Computer Assisted Instruction, Computer Science Education, Programming