Tapani Toivonen
University Lecturer
Faculty of Science, Forestry and Technology, School of Computing
tapani.toivonen@uef.fi
My research interest include eXplainable AI (XAI), AI in education, and educational data mining. Also, my research interest include design and analysis of algorithms (for educational data mining).
Publications
25 items-
Interacting By Drawing: Introducing Machine Learning Ideas to Children at a K–9 Science Fair
Toivonen, Tapani; Jormanainen, Ilkka; Tedre, Matti; Mariescu-Istodor, Radu; Valtonen, Teemu; Vartiainen, Henriikka; Kahila, Juho. 2022. ACM SIGCHI annual conference on human factors in computing systems abstract -
CT 2.0
Tedre, Matti; Denning, Peter, Toivonen, Tapani. Teoksessa: Seppälä, Otto; Petersen, Andrew, 2021. Proceedings of 21st Koli Calling International Conference on Computing Education Research. : 1-8. ACM A4 Conference proceedings -
Descriptive Analytics Dashboard for an Inclusive Learning Environment
Costas-Jauregui, Vladimir; Oyelere, Solomon Sunday; Caussin-Torrez, Bernardo; Barros-Gavilanes, Gabriel; Agbo, Friday Joseph; Toivonen, Tapani; Motz, Regina; Tenesaca, Juan Bernardo. Teoksessa: -, 2021. FIE 2021 - Proceedings. : 1-9. IEEE A4 Conference proceedings -
Machine learning for middle schoolers: Learning through data-driven design
Vartiainen, Henriikka; Toivonen, Tapani; Jormanainen, Ilkka; Kahila, Juho; Tedre, Matti; Valtonen, Teemu. 2021. International journal of child-computer interaction. 29: 100281 A1 Journal article (refereed), original research -
Oppilaat digitalisoituneen yhteiskunnan toimijoina
Valtonen, Teemu; Vartiainen, Henriikka; Tedre, Matti; Toivonen, Tapani; Kokko, Anna; Kahila, Juho; Jormainen, Ilkka; Piispa-Hakala, Satu. 2021. Kasvatus. 52: 108-113 B1 Non-refereed journal articles -
Teaching Machine Learning in K-12 Classroom: Pedagogical and Technological Trajectories for Artificial Intelligence Education
Tedre, Matti; Toivonen, Tapani; Kahila, Juho; Vartiainen, Henriikka; Valtonen, Teemu; Jormanainen, Ilkka; Pears, Arnold. 2021. IEEE access. 9: 110558-110572 A2 Review article, Literature review, Systematic review -
Tekoäly, koneoppiminen ja teknologinen murros: Kohti datatoimijuutta ja tulevaisuuden design-taitoja
Vartiainen, Henriikka; Tedre, Matti; Jormanainen, Ilkka; Kahila, Juho; Valtonen, Teemu. 2021. Ainedidaktiikka. 5: 103-120 A1 Journal article (refereed), original research -
The Power of Human-Algorithm Collaboration in Solving Combinatorial Optimization Problems
Toivonen, Tapani; Tukiainen, Markku. 2021. Algorithms. 14: 253 A1 Journal article (refereed), original research -
Visualization tool for teaching and learning Artificial Neural Networks
Mrong, Salseng; Jormanainen, Ilkka; Toivonen, Tapani. Teoksessa: Alier, Marc; Fonseca, David, 2021. Proceedings TEEM'21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality. : 58-62. ACM A4 Conference proceedings -
Co-Designing Machine Learning Apps in K-12 With Primary School Children
Toivonen, Tapani; Jormanainen, Ilkka; Kahila, Juho; Tedre, Matti; Valtonen, Teemu; Vartiainen, Henriikka. Teoksessa: Chen, Nian-Shing; Chang, Maiga; Kinshuk; Sampson, Demetrios G; Pedaste, Margus; Huang, Ronghuai; Hooshyar, Danial, 2020. Proceedings: IEEE 20th International Conference on Advanced Learning Technologies ICALT 2020. : 308-310. IEEE A4 Conference proceedings