Scholar
Tommi Kärkkäinen
Google Scholar ID: x65tCsUAAAAJ
Professor of Mathematical Information Technology, University of Jyvaskyla
machine learning
data mining
learning analytics
educational technology
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Citations & Impact
All-time
Citations
2,694
H-index
26
i10-index
61
Publications
20
Co-authors
27
list available
Publications
5 items
Neural-Symbolic Knowledge Tracing: Injecting Educational Knowledge into Deep Learning for Responsible Learner Modelling
2026
Cited
0
Reversible Lifelong Model Editing via Semantic Routing-Based LoRA
2026
Cited
0
Representation Finetuning for Continual Learning
2026
Cited
0
Problems With Large Language Models for Learner Modelling: Why LLMs Alone Fall Short for Responsible Tutoring in K--12 Education
2025
Cited
0
Artificial Intelligence Competence of K-12 Students Shapes Their AI Risk Perception: A Co-occurrence Network Analysis
2025
Cited
0
Co-authors
9 total
Joonas Hämäläinen
Faculty of Information Technology, University of Jyväskylä
Sami Äyrämö
Associate professor
Mykola Pechenizkiy
Eindhoven University of Technology
Fengyu Cong
Professor, Dalian University of Technology, China; Docent, University of Jyvaskyla, Finland
Ferrante Neri
Professor of Machine Learning and Artificial Intelligence, NICE group, University of Surrey
Jussi Rasku
Tampere University
Nysret Musliu
Faculty of Informatics, TU Wien (Vienna University of Technology)
Karl Kunisch
Professor für Mathematik
