Tommi Kärkkäinen
Scholar

Tommi Kärkkäinen

Google Scholar ID: x65tCsUAAAAJ
Professor of Mathematical Information Technology, University of Jyvaskyla
machine learningdata mininglearning analyticseducational technology
Google Scholar↗
Citations & Impact
All-time
Citations
2,694
 
H-index
26
 
i10-index
61
 
Publications
20
 
Co-authors
27
list available
Contact
No contact links provided.
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
Resume (English only)
Co-authors
27 total
Co-author 1
Co-author 1
Joonas Hämäläinen
Joonas Hämäläinen
Faculty of Information Technology, University of Jyväskylä
Co-author 3
Co-author 3
Sami Äyrämö
Sami Äyrämö
Associate professor
Mykola Pechenizkiy
Mykola Pechenizkiy
Eindhoven University of Technology
Co-author 6
Co-author 6
Fengyu Cong
Fengyu Cong
Professor, Dalian University of Technology, China; Docent, University of Jyvaskyla, Finland
Co-author 8
Co-author 8