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Henriikka Vartiainen
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Teaching Machine Learning in K–12 Classroom: Pedagogical and Technological Trajectories for Artificial Intelligence Education
M Tedre, T Toivonen, J Kahila, H Vartiainen, T Valtonen, I Jormanainen, ...
IEEE Access 9, 110558-110572, 2021
3822021
Using artificial intelligence in craft education: crafting with text-to-image generative models
H Vartiainen, M Tedre
Digital Creativity 34 (1), 1-21, 2023
3712023
Learning machine learning with very young children: Who is teaching whom?
H Vartiainen, M Tedre, T Valtonen
International Journal of Child-Computer Interaction 25, 100182, 2020
2972020
Learning environments preferred by university students: a shift toward informal and flexible learning environments
T Valtonen, U Leppänen, M Hyypiä, A Kokko, J Manninen, H Vartiainen, ...
Learning Environments Research 24 (3), 371-388, 2021
2712021
A systematic review of teaching and learning machine learning in K-12 education
IT Sanusi, SS Oyelere, H Vartiainen, J Suhonen, M Tukiainen
Education and Information Technologies 28 (5), 5967-5997, 2023
2642023
Media Literacy Education in the Age of Machine Learning
T Valtonen, M Tedre, K Mäkitalo, H Vartiainen
Journal of Media Literacy Education 11 (2), 20-36, 2019
2102019
Co-teaching in non-linear projects: A contextualised model of co-teaching to support educational change
T Härkki, H Vartiainen, P Seitamaa-Hakkarainen, K Hakkarainen
Teaching and Teacher Education 97, 103188, 2021
1712021
Machine learning for middle schoolers: Learning through data-driven design
H Vartiainen, T Toivonen, I Jormanainen, J Kahila, M Tedre, T Valtonen
International Journal of Child-Computer Interaction 29, 100281, 2021
1402021
The nature and building blocks of educational technology research
T Valtonen, S López-Pernas, M Saqr, H Vartiainen, ET Sointu, M Tedre
Computers in Human Behavior 128, 107123, 2022
1382022
Co-Designing Machine Learning Apps in K–12 With Primary School Children
T Toivonen, I Jormanainen, J Kahila, M Tedre, T Valtonen, H Vartiainen
2020 IEEE 20th International Conference on Advanced Learning Technologies …, 2020
1262020
What makes an online problem-based group successful? A learning analytics study using social network analysis
M Saqr, J Nouri, H Vartiainen, J Malmberg
BMC medical education 20 (1), 80, 2020
1012020
Capturing the participation and social dimensions of computer-supported collaborative learning through social network analysis: which method and measures matter?
M Saqr, O Viberg, H Vartiainen
International Journal of Computer-Supported Collaborative Learning 15 (2 …, 2020
902020
Co-creating digital art with generative AI in K-9 education: Socio-material insights
H Vartiainen, M Tedre, I Jormanainen
International Journal of education through art 19 (3), 405-423, 2023
882023
Digital natives in the scientific literature: A topic modeling approach
P Mertala, S López-Pernas, H Vartiainen, M Saqr, M Tedre
Computers in Human Behavior 152, 108076, 2024
752024
Machine Learning Introduces New Perspectives to Data Agency in K—12 Computing Education
M Tedre, H Vartiainen, J Kahila, T Toivonen, I Jormanainen, T Valtonen
2020 IEEE Frontiers in Education Conference (FIE), 1-8, 2020
672020
Machine learning for middle-schoolers: Children as designers of machine-learning apps
H Vartiainen, T Toivonen, I Jormanainen, J Kahila, M Tedre, T Valtonen
2020 IEEE Frontiers in Education Conference (FIE), 1-9, 2020
592020
Pedagogical framework for cultivating children's data agency and creative abilities in the age of AI
J Kahila, H Vartiainen, M Tedre, E Arkko, A Lin, N Pope, I Jormanainen, ...
Informatics in Education 23 (2), 323-360, 2024
582024
Learning from and with museum objects: design perspectives, environment, and emerging learning systems
H Vartiainen, J Enkenberg
Educational Technology Research and Development 61 (5), 841-862, 2013
582013
Design-Oriented Pedagogy for Technology-Enhanced Learning to Cross Over the Borders between Formal and Informal Environments
H Vartiainen, A Liljeström, J Enkenberg
Journal of Universal Computer Science 18 (15), 2097-2119, 2012
572012
What Makes Computational Thinking so Troublesome?
A Pears, M Tedre, T Valtonen, H Vartiainen
2021 IEEE Frontiers in Education Conference (FIE), 1-7, 2021
512021
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Articles 1–20