Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics. - Ville Heilala; Mirka Saarela; Päivikki Jääskelä; Tommi Kärkkäinen (FIE, 2020)

Explainable Student Agency Analytics. - Mirka Saarela; Ville Heilala; Päivikki Jääskelä; Anne Rantakaulio; Tommi Kärkkäinen (IEEE Access, 2021)

Student agency analytics: learning analytics as a tool for analysing student agency in higher education. - Päivikki Jääskelä; Ville Heilala; Tommi Kärkkäinen; Päivi Häkkinen (Behav. Inf. Technol., 2021)

The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences. - Ville Heilala; Riitta Kelly; Mirka Saarela; Päivikki Jääskelä; Tommi Kärkkäinen (Int. J. Hum. Comput. Interact., 2023)

Capturing cognitive load management during authentic virtual reality flight training with behavioural and physiological indicators. - Joni Lämsä; Joonas Mannonen; Ari Tuhkala; Ville Heilala; Arto Helovuo; Ilkka Tynkkynen; Emilia Lampi; Katriina Sipiläinen; Tommi Kärkkäinen; Raija Hämäläinen (J. Comput. Assist. Learn., 2023)

Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data. - Ville Heilala; Sami Lehesvuori; Raija Hämäläinen; Tommi Kärkkäinen (SAC, 2024)

Reproducing Predictive Learning Analytics in CS1: Toward Generalizable and Explainable Models for Enhancing Student Retention. - Denis Zhidkikh; Ville Heilala; Charlotte Van Petegem; Peter Dawyndt; Miitta Järvinen; Sami Viitanen; Bram de Wever; Bart Mesuere; Vesa Lappalainen; Lauri Kettunen; Raija Hämäläinen (J. Learn. Anal., 2024)

Using eye tracking to support professional learning in vision-intensive professions: a case of aviation pilots. - Raija Hämäläinen; Bram de Wever; Katriina Sipiläinen; Ville Heilala; Arto Helovuo; Sami Lehesvuori; Miitta Järvinen; Jouni Helske; Tommi Kärkkäinen (Educ. Inf. Technol., 2024)

Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling. - Ville Heilala; Roberto Araya; Raija Hämäläinen (SAC, 2025)

The Use of Generative Artificial Intelligence for Upper Secondary Mathematics Education Through the Lens of Technology Acceptance. - Mika Setälä; Ville Heilala; Pieta Sikström; Tommi Kärkkäinen (SAC, 2025)

The Role of VR in Education: A Two-Phase Review of Umbrella Reviews and Recent Primary Studies. - Jeri Varjosalo; Paavo Räty; Ville Heilala; Raija Hämäläinen; Tommi Kärkkäinen (IEEE Access, 2025)

Mathematical Capabilities of Large Language Models in Finnish Matriculation Examination. - Mika Setälä; Pieta Sikström; Ville Heilala; Tommi Kärkkäinen (CoRR, 2025)