| 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 | 129 | 2016 |
| Evaluation of existing resources (study/analysis) FJ García Peñalvo, J Hughes, A Rees, I Jormananinen, T Toivonen, ... | 52 | 2016 |
| Using machine learning for sentiment and social influence analysis in text EA Kolog, CS Montero, T Toivonen International Conference on Information Technology & Systems, 453-463, 2018 | 13 | 2018 |
| 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 | 8 | 2020 |
| An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning T Toivonen, I Jormanainen, M Tukiainen International Conference on Robotics and Education RiE 2017, 317-328, 2017 | 8 | 2017 |
| 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, 61-66, 2018 | 7 | 2018 |
| 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 | 5 | 2020 |
| Augmented intelligence in educational data mining T Toivonen, I Jormanainen, M Tukiainen Smart Learning Environments 6 (1), 1-25, 2019 | 4 | 2019 |
| A smart learning environment for environmental education I Jormanainen, T Toivonen, V Nivalainen Challenges and Solutions in Smart Learning; Chang, M., Popsecu, E., Kinshuk …, 2018 | 4 | 2018 |
| 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 | 2 | 2020 |
| Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks T Toivonen, I Jormanainen Proceedings of the 16th Koli Calling International Conference on Computing …, 2016 | 2 | 2016 |
| 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 | 1 | 2021 |
| Open machine intelligence in education T Toivonen Itä-Suomen yliopisto, 2020 | 1 | 2020 |
| BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms T Toivonen, S Oyelere Proceedings of the 19th Koli Calling International Conference on Computing …, 2019 | 1 | 2019 |
| Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining T Toivonen, I Jormanainen Proceedings of the Seventh International Conference on Technological …, 2019 | 1 | 2019 |
| Playing Games with Observation, Dependency, and Agency in a New Environment for Making Construals M Beynon, R Boyatt, J Foss, C Hall, E Hudnott, N Pope, S Russ, ... 2016 International Conference on Interactive Technologies and Games (ITAG …, 2016 | 1 | 2016 |
| Teaching Machine Learning in K-12 Computing Education: Potential and Pitfalls M Tedre, T Toivonen, J Kaihila, H Vartiainen, T Valtonen, I Jormanainen, ... arXiv preprint arXiv:2106.11034, 2021 | | 2021 |
| Oppilaat digitalisoituneen yhteiskunnan toimijoina T Valtonen, H Vartiainen, M Tedre, T Toivonen, A Kokko, J Kahila, ... Kasvatus 52 (1), 108-113, 2021 | | 2021 |
Ilkka JormanainenSenior researcher, University of Eastern FinlandVerified email at uef.fi
