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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
Pedagogical Framework for Cultivating Children's Data Agency and Creative Abilities in the Age of AI
Juho Kahila; Henriikka Vartiainen; Matti Tedre; Eetu Arkko; Anssi Lin; Nicolas Pope; Ilkka Jormanainen; Teemu Valtonen – Informatics in Education, 2024
The integration of artificial intelligence (AI) topics into K-12 school curricula is a relatively new but crucial challenge faced by education systems worldwide. Attempts to address this challenge are hindered by a serious lack of curriculum materials and tools to aid teachers in teaching AI. This article introduces the theoretical foundations and…
Descriptors: Personal Autonomy, Data, Children, Creativity

Hatfield, Larry L.; Kieren, Thomas E. – Journal for Research in Mathematics Education, 1972
A test of the hypothesis that writing and using computer programs related to selected mathematical content positively affects performance on those topics. Results particularly support the hypothesis. (MM)
Descriptors: Achievement Tests, Computer Oriented Programs, Computer Science Education, Grade 11
Bassler, Otto; And Others – 1984
Tennessee is in the process of implementing a computer literacy plan for grades 7 and 8. Determining the views of teachers in those grades about computers, what they think students should be taught about computers, and the extent to which they agree with aspects of the plan was the goal of this survey. Data were analyzed from 122 teachers and…
Descriptors: Computer Literacy, Computer Oriented Programs, Computer Science Education, Grade 7
Bangasser, Vi – Computing Teacher, 1983
Describes nine-week computer literacy course offered to seventh graders of the Freeport, Illinois, School District, which teaches students how to operate a computer, input a program, process the program, and identify output. Sample activities involving predicting output, and modifying and writing a program are appended. (EJS)
Descriptors: Computer Assisted Instruction, Computer Literacy, Computer Managed Instruction, Computer Oriented Programs
Jones, Aubrey B., Jr. – Technological Horizons in Education, 1981
Describes a pilot project in Philadelphia which introduced seventh- and eighth-grade minority students to computers as a means of building their self-confidence and encouraging them to pursue careers in engineering and computer science. Includes partial course outline, evaluation methods, and tips for success. (DC)
Descriptors: Careers, Computer Oriented Programs, Computer Science Education, Course Descriptions