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Silvennoinen, E., Tedre, M., & Valtonen, T. (2024). Datafikoituva peruskoulu – tasapainoilua lapsen henkilötietojen suojan ja opetuksen tavoitteiden välillä. Lakimies, 122(5), 655–678. https://journal.fi/lakimies/article/view/143755
Lin, A., Arkko, E., Pope, N., & Kahila, J. (2024). Teaching K-12 students about the impact and mechanics of social media. Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education Research, 1–2. https://doi.org/10.1145/3677619.3677642
Kahila, J., Vartiainen, H., Arkko, E., Lin, A., Pope, N., & Tedre, M. (2024). Enhancing Understanding of Data Traces and Profiling Among K--9 Students Through an Interactive Classroom Game. Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education Research, 1–9. https://doi.org/10.1145/3677619.3677635
Davies, S., & Seitamaa-Hakkarainen, P. (2024). Research on K-12 maker education in the early 2020s – a systematic literature review. International Journal of Technology and Design Education. https://doi.org/10.1007/s10798-024-09921-6
Vartiainen, H., Valtonen, T., Kahila, J., & Tedre, M. (2024). ChatGPT and imaginaries of the future of education: insights of Finnish teacher educators. Information and Learning Sciences. https://doi.org/10.1108/ILS-10-2023-0146
Apiola, M., Vartiainen, H., & Tedre, M. (2024). First Year CS Students Exploring And Identifying Biases and Social Injustices in Text-to-Image Generative AI. Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1, 485–491. https://doi.org/10.1145/3649217.3653596
Jormanainen, I., Vartiainen, H., Kahila, J., & Tedre, M. (2024). Exploring the Dynamics of Scaffolding in K-12 ML/AI Education: Insights from a Machine Learning Workshop. 2024 IEEE International Conference on Advanced Learning Technologies (ICALT), 210–212. https://doi.org/10.1109/ICALT61570.2024.00067
Pope, N., Vartiainen, H., Kahila, J., Laru, J., & Tedre, M. (2024). A No-Code AI Education Tool for Learning AI in K-12 by Making Machine Learning-Driven Apps. 2024 IEEE International Conference on Advanced Learning Technologies (ICALT), 105–109. https://doi.org/10.1109/ICALT61570.2024.00037
Pope, N., Kahila, J., Laru, J., Vartiainen, H., Roos, T., & Tedre, M. (2024). An Educational Tool for Learning about Social Media Tracking, Profiling, and Recommendation. 2024 IEEE International Conference on Advanced Learning Technologies (ICALT), 110–112. https://doi.org/10.1109/ICALT61570.2024.00038
Kahila, J., Vartiainen, H., Tedre, M., Arkko, E., Lin, A., Pope, N., Jormanainen, I., & Valtonen, T. (2024). Pedagogical framework for cultivating children’s data agency and creative abilities in the age of AI. Informatics in Education, 323–360. https://doi.org/10.15388/infedu.2024.15
Vartiainen, H., Kahila, J., Tedre, M., López-Pernas, S., & Pope, N. (2024). Enhancing children’s understanding of algorithmic biases in and with text-to-image generative AI. New Media & Society, 14614448241252820. https://doi.org/10.1177/14614448241252820
Mertala, P., López-Pernas, S., Vartiainen, H., Saqr, M., & Tedre, M. (2024). Digital natives in the scientific literature: A topic modeling approach. Computers in Human Behavior, 152, 108076. https://doi.org/10.1016/j.chb.2023.108076
Davies, S., Seitamaa-Hakkarainen, P., & Hakkarainen, K. (2024). Knowledge creation through maker practices and the role of teacher and peer support in collaborative invention projects. International Journal of Computer-Supported Collaborative Learning, 19(3), 283–310. https://doi.org/10.1007/s11412-024-09427-2
Vartiainen, H., & Tedre, M. (2024). How Text-to-Image Generative AI Is Transforming Mediated Action. IEEE Computer Graphics and Applications, 44(2), 12–22. https://doi.org/10.1109/MCG.2024.3355808
Davies, S. (2024). Making Knowledge Knowledge creation through collaborative invention in lower secondary education [PhD, University of Helsinki]. https://helda.helsinki.fi/bitstreams/2dd7d2bd-fb2f-493f-89ed-b0a4c5739333/download
Romero, M., Frosig, T., Taylor-Beswick, A. M. L., Laru, J., Bernasco, B., Urmeneta, A., Strutynska, O., & Girard, M.-A. (2024). Manifesto in Defence of Human-Centred Education in the Age of Artificial Intelligence. In A. Urmeneta & M. Romero (Eds.), Creative Applications of Artificial Intelligence in Education (pp. 157–178). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-55272-4_12
Pope, N., Kahila, J., Vartiainen, H., & Tedre, M. (2023). Children’s AI Design Platform for Making and Deploying ML-Driven Apps. TechRxiv. https://doi.org/10.36227/techrxiv.24320794.v1
Pope, N., Kahila, J., Vartiainen, H., & Tedre, M. (2023). Children’s AI Design Platform for Making and Deploying ML-Driven Apps. https://doi.org/10.36227/techrxiv.24320794.v1
Children and the Artificial Intelligence Act: Is the EU Legislator Doing Enough? (2023, September 12). European Law Blog. https://europeanlawblog.eu/2023/09/12/children-and-the-artificial-intelligence-act-is-the-eu-legislator-doing-enough/
Vartiainen, H., Tedre, M., & Jormanainen, I. (2023). Co-creating digital art with generative AI in K-9 education: Socio-material insights. International Journal of Education Through Art, 19(3), 405–423. https://doi.org/10.1386/eta_00143_1
Vartiainen, H., Kahila, J., Tedre, M., Sointu, E., & Valtonen, T. (2023). More than fabricated news reports: Children’s perspectives and experiences of fake news. Journal of Media Literacy Education, 15(2), 17–30. https://doi.org/https://doi.org/10.23860/JMLE-2023-15-2-2
Tedre, M., & Vartiainen, H. (2023). K-12 Computing Education for the AI Era: From Data Literacy to Data Agency. Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1, 1–2. https://doi.org/10.1145/3587102.3593796
Tedre, M., Mäkitalo, K., Vartiainen, H., Kahila, J., Laru, J., & Iwata, M. (2023). Generation AI: Participatory Machine Learning Co-Design Projects with K-9 Students in Finland. Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2, 657–657. https://doi.org/10.1145/3587103.3594171
Sanusi, I. T., Oyelere, S. S., Vartiainen, H., Suhonen, J., & Tukiainen, M. (2023). A systematic review of teaching and learning machine learning in K-12 education. Education and Information Technologies, 28(5), 5967–5997. https://doi.org/10.1007/s10639-022-11416-7
Tedre, M., Kahila, J., & Vartiainen, H. (2023). Exploration on how co-designing with AI facilitates critical evaluation of ethics of AI in craft education.
Kahila, J., Jormanainen, I., Pope, N., Vartiainen, H., & Tedre, M. (2023). Generation AI: AI Education for the Security Mindset (GenAI). 28–31. https://www.learntechlib.org/primary/p/221847/
Vartiainen, H., Tedre, M., Kahila, J., & Valtonen, T. (2023). Pre-service teachers’ understandings of privacy in social media environments. 99–105. https://www.learntechlib.org/primary/p/221856/
Vartiainen, H., & Tedre, M. (2023). Using artificial intelligence in craft education: crafting with text-to-image generative models. Digital Creativity, 34(1), 1–21. https://doi.org/10.1080/14626268.2023.2174557
Jormanainen, I., Tedre, M., Vartiainen, H., Valtonen, T., Toivonen, T., & Kahila, J. (2023). Learning Machine Learning in K–12. Computer Science Education: Perspectives on Teaching and Learning in School. In Computer Science Education: Perspectives on Teaching and Learning in School. https://doi.org/10.5040/9781350296947.ch-006
Lindroos-Hovinheimo, S. (2023). How to Study Conceptions of Personhood in Law: The Case of European Privacy Law. In C. Bezemek, M. Potacs, & A. Somek (Eds.), Vienna Lectures on Legal Philosophy, Volume 3: Legal Reasoning (pp. 65–80). Hart publishing.
Sanusi, I. T., Oyelere, S. S., Vartiainen, H., Suhonen, J., & Tukiainen, M. (2023). Developing middle school students’ understanding of machine learning in an African school. Computers and Education: Artificial Intelligence, 5, 100155. https://doi.org/10.1016/j.caeai.2023.100155
Sanusi, Omidiora, J. O., Oyelere, S. S., Vartiainen, H., Suhonen, J., & Tukiainen, M. (2023). Preparing Middle Schoolers for a Machine Learning-Enabled Future Through Design-Oriented Pedagogy. https://ieeexplore.ieee.org/document/10105915
Sanusi, I. T., Sunday, K., Oyelere, S. S., Suhonen, J., Vartiainen, H., & Tukiainen, M. (2023). Learning machine learning with young children: exploring informal settings in an African context. Computer Science Education, 0(0), 1–32. https://doi.org/10.1080/08993408.2023.2175559
Faisal, K. (2022). Certain Legal Aspects of Children’s Right to Protect Personal Data in the Context of AI under the European Union Data Protection Laws (SSRN Scholarly Paper No. 4569051). https://papers.ssrn.com/abstract=4569051