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Author

Ville Heilala

Observed name: Heilala, Ville
Observed institution: University of Jyväskylä
ORCID: 0000-0003-2068-2777
Observed ORCID: 0000-0003-2068-2777
OpenAlex ID: A5058789552
Student agency analytics: learning analytics as a tool for analysing student agency in higher education
2020 · Päivikki Jääskelä, Ville Heilala, et al. · Behaviour and Information Technology · 95
A benchmark of expert-level academic questions to assess AI capabilities
2026 · Long Phan, Alice Gatti, et al. · Nature · 61
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Explainable Student Agency Analytics
2021 · Mirka Saarela, Ville Heilala, et al. · IEEE Access · 40
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Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling
2025 · Ville Heilala, Roberto Araya, et al. · ACM/SIGAPP Symposium on Applied Computing (SAC) · 37
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The Use of Generative Artificial Intelligence for Upper Secondary Mathematics Education Through the Lens of Technology Acceptance
2025 · Mika Setälä, Ville Heilala, et al. · ACM/SIGAPP Symposium on Applied Computing (SAC) · 29
The Finnish Version of the Affinity for Technology Interaction (ATI) Scale: Psychometric Properties and an Examination of Gender Differences
2022 · Ville Heilala, Riitta Kelly, et al. · International Journal of Human-Computer Interaction · 27
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The six C’s of successful higher education-industry collaboration in engineering education: a systematic literature review
2024 · Antti Vuoriainen, Pauliina Rikala, et al. · European Journal of Engineering Education · 16
Course Satisfaction in Engineering Education Through the Lens of Student Agency Analytics
2020 · Ville Heilala, Mirka Saarela, et al. · 2022 IEEE Frontiers in Education Conference (FIE) · 15
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Capturing cognitive load management during authentic virtual reality flight training with behavioural and physiological indicators
2023 · Joni Lämsä, Joonas Mannonen, et al. · Journal of Computer Assisted Learning · 12
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Understanding the Study Experiences of Students in Low Agency Profile: Towards a Smart Education Approach
2020 · Ville Heilala, Päivikki Jääskelä, et al. · Lecture notes in electrical engineering · 11
Using eye tracking to support professional learning in vision-intensive professions: a case of aviation pilots
2024 · Raija Hämäläinen, Bram De Wever, et al. · Education and Information Technologies · 10
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Exploring Technostress and Meta-Work: Identifying Subgroups Among Finnish Employees
2025 · Pauliina Rikala, Ville Heilala, et al. · International Journal of Human-Computer Interaction · 8
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Reproducing Predictive Learning Analytics in CS1
2024 · Denis Zhidkikh, Ville Heilala, et al. · Journal of Learning Analytics · 7
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Adapting Teaching and Learning in Higher Education Using Explainable Student Agency Analytics
2023 · Ville Heilala, Päivikki Jääskelä, et al. · Advances in computational intelligence and robotics book series · 7
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The interconnection between evaluated and self-assessed performance in full flight simulator training
2023 · Ari Tuhkala, Ville Heilala, et al. · Vocations and Learning · 6
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“Sitting at the Stern and Holding the Rudder”: Teachers’ Reflections on Action in Higher Education Based on Student Agency Analytics
2022 · Ville Heilala, Päivikki Jääskelä, et al. · Springer eBooks · 6
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Framework for pedagogical learning analytics
2018 · Ville Heilala · Jyväskylä University Digital Archive (University of Jyväskylä) · 6
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First aid self-efficacy: a scale adaptation and psychometric properties
2025 · Minna Sihvo, Ville Heilala, et al. · BMC Public Health · 5
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Artificial Intelligence Competence of K-12 Students Shapes Their AI Risk Perception: A Co-occurrence Network Analysis
2026 · Ville Heilala, Pieta Sikström, et al. · ACM/SIGAPP Symposium on Applied Computing (SAC) · 4
Exploring Technology Readiness Among Finnish University Students
2023 · Ville Heilala, Riitta Kelly, et al. · Computer-supported collaborative learning/˜The œComputer-Supported Collaborative Learning Conference · 4
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Conceptions of AI among K-12 Students in Azerbaijan: A Topic Modeling Approach
2025 · Mirka Saarela, Ayaz Karimov, et al. · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 3
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The Role of VR in Education: A Two-Phase Review of Umbrella Reviews and Recent Primary Studies
2025 · Jeri Varjosalo, Paavo Räty, et al. · IEEE Access · 3
Discovering technology-aided possibilities for automatic analysis of science teacher questions
2025 · Sami Lehesvuori, Felipe Urrutia, et al. · Educational Technology Research and Development · 2
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Toward Scalable and Transparent Multimodal Analytics to Study Standard Medical Procedures: Linking Hand Movement, Proximity, and Gaze Data
2024 · Ville Heilala, Sami Lehesvuori, et al. · ACM/SIGAPP Symposium on Applied Computing (SAC) · 2
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What is Digital Parenting? A Mixed-Method Study Exploring Parents’ Views of the Role of Digital Technology in Parenting and Family Interactions
2026 · Katriina Sipiläinen, Ville Heilala, et al. · Child & Youth Care Forum · 1
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Works count: 61
Citation count: 419
H-index: 10
I10-index: 11
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