Tapani Toivonen

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

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 Katsausartikkeli tieteellisessä aikakauslehdessä

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 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

The Power of Human-Algorithm Collaboration in Solving Combinatorial Optimization Problems

Toivonen, Tapani; Tukiainen, Markku. 2021. Algorithms. 14: 253 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

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 Artikkeli konferenssijulkaisussa

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 Artikkeli konferenssijulkaisussa

ICT and teachers in Finland: A quantitative study

Oyelere, Solomon Sunday; Toivonen, Tapani; Suhonen, Jarkko. Teoksessa: Oyelere, Solomon Sunday; Tomczyk, Lukasz, 2020. ICT in teaching and digital inclusion : the perspective of selected countries from Latin America, Caribbean and Europe. s. 115-131. University of Eastern Finland A3 Kirjan tai muun kokoomateoksen osa

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. Teoksessa: -, 2020. 2020 IEEE Frontiers in Education Conference (FIE). : 1-8. IEEE A4 Artikkeli konferenssijulkaisussa

Machine learning for middle-schoolers: Children as designers of machine-learning apps

Vartiainen, Henriikka; Toivonen, Tapani; Jormanainen, Ilkka; Kahila, Juho; Tedre, Matti; Valtonen, Teemu. Teoksessa: -, 2020. 2020 IEEE Frontiers in Education Conference (FIE). : 1-9. IEEE A4 Artikkeli konferenssijulkaisussa

Open Machine Intelligence in Education

Toivonen, Tapani. 2020. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences G5 Artikkeliväitöskirja

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. Teoksessa: Arteaga, Magali; Tomcztk, Lukasz; Barros, Gabriel; Oyelere, Solomon Sunday, 2020. ICT and education in the perspective of experts from business, government, academia and NGOs. s. 104-115. Universidad del Azuay A3 Kirjan tai muun kokoomateoksen osa

Augmented Intelligence in Educational Data Mining

Toivonen, Tapani; Jormanainen, Ilkka; Tukiainen, Markku. 2019. Smart Learning Environments. 6: 1-25 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms

Toivonen, Tapani ; Oyelere, Solomon. Teoksessa: -, 2019. Koli Calling '19 Proceedings of the 19th Koli Calling International Conference on Computing Education Research. : 3. ACM A4 Artikkeli konferenssijulkaisussa

Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining

Toivonen, Tapani; Jormanainen, Ilkka. Teoksessa: Conde GonzÃ¡lez, Miguel Ãngel; RodrÃguez Sedano, Francisco JesÃºs; Llamas, Camino FernÃ¡ndez; GarcÃa-PeÃ±alvo, Francisco JosÃ©, 2019. TEEM'19 Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality. : 290-296. ACM A4 Artikkeli konferenssijulkaisussa

A smart learning environment for environmental education

Jormanainen, Ilkka; Toivonen, Tapani; Nivalainen, Ville. Teoksessa: Chang, Maiga; Popescu, Elvira; Nian-Shing Chen, Kinshuk; Jemni, Mohamed; Huang, Ronghuai; Spector, J Michael, 2018. Challenges and Solutions in Smart Learning: Proceeding of 2018 International Conference on Smart Learning Environments, Beijing, China. : 13-16. Springer A4 Artikkeli konferenssijulkaisussa

Innovative maker movement platform for K-12 education as a smart learning environment

Toivonen, Tapani; Jormanainen, Ilkka; Suero Montero, Calkin; Alessandrini, A. Teoksessa: Chang, Maiga; Popescu, Elvira; Nian-Shing Chen, Kinshuk; Jemni, Mohamed; Huang, Ronghuai; Spector, J Michael, 2018. Challenges and Solutions in Smart Learning: Proceeding of 2018 International Conference on Smart Learning Environments, Beijing, China. : 61-66. Springer A4 Artikkeli konferenssijulkaisussa

Using Machine Learning for Sentiment and Social Influence Analysis in Text

Kolog, Emmanuel Awuni; Montero, Calkin Suero; Toivonen, Tapani. Teoksessa: Rocha, Álvaro; Guarda, Teresa, 2018. Proceedings of the International Conference on Information Technology & Systems (ICITS 2018). : 453-463. Springer A4 Artikkeli konferenssijulkaisussa

An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning

Toivonen T, Jormanainen I, Tukiainen M. Teoksessa: Lepuschitz W, Merdan M, Koppensteiner G, Balogh R, Obdrzálek D, 2017. Robotics in Education: Latest Results and Developments. : 317-328. A4 Artikkeli konferenssijulkaisussa

A survey of resources for introducing coding into schools

García-Peñalvo FJ, Rees AM, Hughes J, Jormanainen I, Toivonen T, Vermeersch J. Teoksessa: Francisco José García-Peñalvo, 2016. TEEM '16 Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality. : 19-26. Acm A4 Artikkeli konferenssijulkaisussa

Playing Games with Observation, Dependency, and Agency in a New Environment for Making Construals

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. Teoksessa: Bilof Randall, 2016. Proceedings: 2016 International Conference on Interactive Technologies and Games: EduRob in Conjuction with iTAG 2016. s. 21-28. IEEE A3 Kirjan tai muun kokoomateoksen osa

Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks

Toivonen Tapani, Jormanainen Ilkka. Teoksessa: -, 2016. Koli Calling '16 Proceedings of the 16th Koli Calling International Conference on Computing Education Research. : 165-169. Acm A4 Artikkeli konferenssijulkaisussa

Avainsanat

Julkaisut

Interacting By Drawing: Introducing Machine Learning Ideas to Children at a K–9 Science Fair

CT 2.0

Descriptive Analytics Dashboard for an Inclusive Learning Environment

Machine learning for middle schoolers: Learning through data-driven design

Oppilaat digitalisoituneen yhteiskunnan toimijoina

Teaching Machine Learning in K-12 Classroom: Pedagogical and Technological Trajectories for Artificial Intelligence Education

Tekoäly, koneoppiminen ja teknologinen murros: Kohti datatoimijuutta ja tulevaisuuden design-taitoja

The Power of Human-Algorithm Collaboration in Solving Combinatorial Optimization Problems

Visualization tool for teaching and learning Artificial Neural Networks

Co-Designing Machine Learning Apps in K-12 With Primary School Children

ICT and teachers in Finland: A quantitative study

Machine Learning Introduces New Perspectives to Data Agency in K-12 Computing Education

Machine learning for middle-schoolers: Children as designers of machine-learning apps

Open Machine Intelligence in Education

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

Augmented Intelligence in Educational Data Mining

BiGO: A Toolset to Support CS Students to Learn to Analyze Time Complexities of Algorithms

Evolution of Decision Tree Classifiers in Open Ended Educational Data Mining

A smart learning environment for environmental education

Innovative maker movement platform for K-12 education as a smart learning environment

Using Machine Learning for Sentiment and Social Influence Analysis in Text

An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning

A survey of resources for introducing coding into schools

Playing Games with Observation, Dependency, and Agency in a New Environment for Making Construals

Using JS-Eden to introduce the concepts of reinforcement learning and artificial neural networks