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2020 – today
- 2024
[j5]Denis Zhidkikh
, Ville Heilala, Charlotte Van Petegem, Peter Dawyndt, Miitta Järvinen, Sami Viitanen, Bram de Wever, Bart Mesuere, Vesa Lappalainen, Lauri Kettunen, Raija Hämäläinen:
Reproducing Predictive Learning Analytics in CS1: Toward Generalizable and Explainable Models for Enhancing Student Retention. J. Learn. Anal. 11(1): 132-150 (2024)- [c2]Ville Heilala, Sami Lehesvuori, Raija Hämäläinen, Tommi Kärkkäinen:
Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data. SAC 2024: 3-10 - [i2]Ville Heilala, Roberto Araya, Raija Hämäläinen:
Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling. CoRR abs/2409.16376 (2024) - 2023
- [j4]Ville Heilala, Riitta Kelly, Mirka Saarela, Päivikki Jääskelä, Tommi Kärkkäinen:
The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences. Int. J. Hum. Comput. Interact. 39(4): 874-892 (2023) - [j3]Joni Lämsä, Joonas Mannonen, Ari Tuhkala, Ville Heilala, Arto Helovuo, Ilkka Tynkkynen, Emilia Lampi, Katriina Sipiläinen, Tommi Kärkkäinen, Raija Hämäläinen:
Capturing cognitive load management during authentic virtual reality flight training with behavioural and physiological indicators. J. Comput. Assist. Learn. 39(5): 1553-1563 (2023) - [i1]Ville Heilala, Sami Lehesvuori, Raija Hämäläinen, Tommi Kärkkäinen:
Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data. CoRR abs/2312.05368 (2023) - 2021
- [j2]Mirka Saarela, Ville Heilala, Päivikki Jääskelä, Anne Rantakaulio, Tommi Kärkkäinen:
Explainable Student Agency Analytics. IEEE Access 9: 137444-137459 (2021) - [j1]Päivikki Jääskelä, Ville Heilala, Tommi Kärkkäinen, Päivi Häkkinen:
Student agency analytics: learning analytics as a tool for analysing student agency in higher education. Behav. Inf. Technol. 40(8): 790-808 (2021) - 2020
- [c1]Ville Heilala, Mirka Saarela, Päivikki Jääskelä, Tommi Kärkkäinen:
Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics. FIE 2020: 1-9
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