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cs.LG2021★ 11 cited
Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability
Sami Sarsa, Juho Leinonen, Arto Hellas
We review and evaluate a body of deep learning knowledge tracing (DLKT) models with openly available and widely-used data sets, and with a novel data set of students learning to pr…
cs.CY2021
Morning or Evening? An Examination of Circadian Rhythms of CS1 Students
Albina Zavgorodniaia, Raj Shrestha, Juho Leinonen +2
Circadian rhythms are the cycles of our internal clock that play a key role in governing when we sleep and when we are active. A related concept is chronotype, which is a person's…