| A survey of resources for introducing coding into schools FJ García-Peñalvo, AM Rees, J Hughes, I Jormanainen, T Toivonen, ... Proceedings of the fourth international conference on technological …, 2016 | 164 | 2016 |
| 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 | 111 | 2021 |
| 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 | 74 | 2021 |
| 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 | 71 | 2020 |
| Evaluation of existing resources (study/analysis) FJ García-Peñalvo, J Hughes, A Rees, I Jormanainen, T Toivonen, ... | 59 | 2016 |
| CT 2.0 M Tedre, P Denning, T Toivonen Proceedings of the 21st Koli Calling International Conference on Computing …, 2021 | 45 | 2021 |
| 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 | 33 | 2020 |
| 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 | 33 | 2020 |
| Augmented intelligence in educational data mining T Toivonen, I Jormanainen, M Tukiainen Smart Learning Environments 6 (1), 10, 2019 | 32 | 2019 |
| Teaching machine learning in K-12 computing education: Potential and pitfalls M Tedre, T Toivonen, J Kahila, H Vartiainen, T Valtonen, I Jormanainen, ... arXiv preprint arXiv:2106.11034, 2021 | 25 | 2021 |
| Using machine learning for sentiment and social influence analysis in text EA Kolog, CS Montero, T Toivonen Proceedings of the International Conference on Information Technology …, 2018 | 19 | 2018 |
| Innovative maker movement platform for K-12 education as a smart learning environment T Toivonen, I Jormanainen, CS Montero, A Alessandrini Challenges and Solutions in Smart Learning: Proceeding of 2018 International …, 2018 | 17 | 2018 |
| An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning T Toivonen, I Jormanainen, M Tukiainen Robotics in Education: Latest Results and Developments, 317-328, 2018 | 16 | 2018 |
| Descriptive analytics dashboard for an inclusive learning environment V Costas-Jauregui, SS Oyelere, B Caussin-Torrez, G Barros-Gavilanes, ... 2021 IEEE Frontiers in Education Conference (FIE), 1-9, 2021 | 12 | 2021 |
| A smart learning environment for environmental education I Jormanainen, T Toivonen, V Nivalainen Challenges and Solutions in Smart Learning: Proceeding of 2018 International …, 2018 | 10 | 2018 |
| Evolution of decision tree classifiers in open ended educational data mining T Toivonen, I Jormanainen Proceedings of the Seventh International Conference on Technological …, 2019 | 8 | 2019 |
| Teaching Machine Learning in K–12 Classroom: Pedagogical and Technological Trajectories for Artificial Intelligence Education. IEEE Access 9 (2021), 110558–110572 M Tedre, T Toivonen, J Kahila, H Vartiainen, T Valtonen, I Jormanainen, ... doi. org/10.1109/ACCESS, 2021 | 7 | 2021 |
| Open machine intelligence in education T Toivonen Itä-Suomen yliopisto, 2020 | 6 | 2020 |
| Visualization tool for teaching and learning Artificial Neural Networks S Mrong, I Jormanainen, T Toivonen Ninth International Conference on Technological Ecosystems for Enhancing …, 2021 | 4 | 2021 |
| Tekoäly, koneoppiminen ja teknologinen murros: Kohti datatoimijuutta ja tulevaisuuden design-taitoja H Vartiainen, M Tedre, I Jormanainen, J Kahila, T Valtonen Ainedidaktiikka-lehti, 2021 | 4 | 2021 |
Ilkka JormanainenSenior researcher, University of Eastern FinlandVerified email at uef.fi
