Robotics and AI
Robotics and AI focus group researches intelligent agents in education. The topics include
- eXplainable AI
- educational robots
- Artificial intelligence education
- Global optimization and prescriptive analytics
- Human — AI collaboration
Recent projects
- Vauhtia uralle (in Finnish)
Selected publications
- T. Toivonen, I. Jormanainen, M. Tukiainen, Augmented intelligence in educational data mining, Smart Learning Environments, vol. 6, 2019.
- T. Toivonen, I. Jormanainen, Evolution of decision tree classifiers in open ended educational data mining, In Proceedings of the Seventh International Conference Technological Ecosystems for Enhancing Multiculturality (TEEM’19), pp. 290-296, 2019.
- T. Toivonen, I. Jormanainen, M. Tukiainen, An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning. In W. Lepuschitz, M. Merdan, G. Koppensteiner, R. Balogh, D. Obdržálek (Eds.), Proceedings of 8th International Conference on Robotics in Education, Advances in Intelligent Systems and Computing, Vol. 630, pp. 317-328, Springer, Cham.
- T. Toivonen, I. Jormanainen, Using JS-eden to introduce the concepts of reinforcement learning and artificial neural networks, Proceedings of the 16th Koli Calling International Conference on Computing Education Research, ACM, pp. 165-169, 2016.
Contact
Dr. Ilkka Jormanainen, ilkka.jormanainen(at)uef.fi