TAPANI TOIVONEN

Yhteystiedot

Avainsanat

TUTKIMUSRYHMÄT - UEF

• 
  edTech
• 
  Vauhtia uralle - joustavia polkuja työelämän osaamistarpeisiin

Linkit

• Linkki Kotisivut

Julkaisut

• Tedre, Matti; Toivonen, Tapani; Kahila, Juho; Vartiainen, Henriikka; Valtonen, Teemu; Jormanainen, Ilkka; Pears, Arnold. 2021. Teaching Machine Learning in K-12 Classroom: Pedagogical and Technological Trajectories for Artificial Intelligence Education IEEE access 9: 110558-110572. 2021
• Valtonen, Teemu; Vartiainen, Henriikka; Tedre, Matti; Toivonen, Tapani; Kokko, Anna; Kahila, Juho; Jormainen, Ilkka; Piispa-Hakala, Satu. 2021. Oppilaat digitalisoituneen yhteiskunnan toimijoina Kasvatus 52 1: 108-113. 2021
• Vartiainen, Henriikka; Toivonen, Tapani; Jormanainen, Ilkka; Kahila, Juho; Tedre, Matti; Valtonen, Teemu. 2021. Machine learning for middle schoolers: Learning through data-driven design International journal of child-computer interaction 29: 100281. 2021
• Toivonen, Tapani; Tukiainen, Markku. 2021. The Power of Human-Algorithm Collaboration in Solving Combinatorial Optimization Problems Algorithms 14 9: 253. 2021
• Co-Designing Machine Learning Apps in K-12 With Primary School Children. Toivonen, Tapani; Jormanainen, Ilkka; Kahila, Juho; Tedre, Matti; Valtonen, Teemu; Vartiainen, Henriikka / Proceedings: IEEE 20th International Conference on Advanced Learning Technologies ICALT 2020. 2020. 2020
• ICT and teachers in Finland: A quantitative study. Oyelere, Solomon Sunday; Toivonen, Tapani; Suhonen, Jarkko / ICT in teaching and digital inclusion : the perspective of selected countries from Latin America, Caribbean and Europe. 2020. 2020
• Machine learning for middle-schoolers: Children as designers of machine-learning apps. Vartiainen, Henriikka; Toivonen, Tapani; Jormanainen, Ilkka; Kahila, Juho; Tedre, Matti; Valtonen, Teemu / 2020 IEEE Frontiers in Education Conference (FIE). 2020. 2020
• Machine Learning Introduces New Perspectives to Data Agency in K-12 Computing Education. Tedre, M; Vartiainen, H; Kahila, J; Toivonen, T; Jormanainen, I; Valtonen, T / 2020 IEEE Frontiers in Education Conference (FIE). 2020. 2020
• The role of ICT and its pedagogical contributions in Finnish education: Advances in educational innovation for inclusion and technology literacy from the perspective of stakeholders. Toivonen, Tapani; Oyelere, Solomon Sunday; Suhonen, Jarkko / ICT and education in the perspective of experts from business, government, academia and NGOs. 2020. 2020
• Toivonen, Tapani (toim.). 2020. Open Machine Intelligence in Education. Itä-Suomen yliopisto. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences 388. 2020
• Toivonen, Tapani; Jormanainen, Ilkka; Tukiainen, Markku. 2019. Augmented Intelligence in Educational Data Mining Smart Learning Environments 6 10: 1-25. 2019
• BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms. Toivonen, Tapani ; Oyelere, Solomon / Koli Calling '19 Proceedings of the 19th Koli Calling International Conference on Computing Education Research. 2019. 2019
• Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining. Toivonen, Tapani; Jormanainen, Ilkka / TEEM'19 Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality. 2019. 2019
• A smart learning environment for environmental education. Jormanainen, Ilkka; Toivonen, Tapani; Nivalainen, Ville / Challenges and Solutions in Smart Learning: Proceeding of 2018 International Conference on Smart Learning Environments, Beijing, China. 2018. 2018
• Innovative maker movement platform for K-12 education as a smart learning environment. Toivonen, Tapani; Jormanainen, Ilkka; Suero Montero, Calkin; Alessandrini, A / Challenges and Solutions in Smart Learning: Proceeding of 2018 International Conference on Smart Learning Environments, Beijing, China. 2018. 2018
• Using Machine Learning for Sentiment and Social Influence Analysis in Text. Kolog, Emmanuel Awuni; Montero, Calkin Suero; Toivonen, Tapani / Proceedings of the International Conference on Information Technology & Systems (ICITS 2018). 2018. 2018
• Toivonen T, Jormanainen I, Tukiainen M. 2017. An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning. Teoksessa: Lepuschitz W, Merdan M, Koppensteiner G, Balogh R, Obdržálek D (toim.), Robotics in Education: Latest Results and Developments. Advances in Intelligent Systems and Computing 630. s. 317-328. 2017
• Beynon M, Boyatt R, Foss J, Hall C, Hudnott E, Pope N, Russ S, Macleod H, Alimisis D, Alimisi R, Zoulias E, Jormanainen I, Toivonen T, Kommers P, Tomcsanyi P, Winczer M. 2016. Playing Games with Observation, Dependency, and Agency in a New Environment for Making Construals. Teoksessa: Bilof Randall (toim.) Proceedings: 2016 International Conference on Interactive Technologies and Games: EduRob in Conjuction with iTAG 2016. IEEE. s. 21-28. 2016
• García-Peñalvo FJ, Rees AM, Hughes J, Jormanainen I, Toivonen T, Vermeersch J. 2016. A survey of resources for introducing coding into schools. Teoksessa: Francisco José García-Peñalvo (toim.), TEEM '16 Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality. Acm. 2016
• Toivonen Tapani, Jormanainen Ilkka. 2016. Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks. Teoksessa: - (toim.), Koli Calling '16 Proceedings of the 16th Koli Calling International Conference on Computing Education Research. Acm. 2016