3 papers
cs.LG2026
Exploring Student Expectations and Confidence in Learning Analytics
Hayk Asatryan, Basile Tousside, Janis Mohr +5
Learning Analytics (LA) is nowadays ubiquitous in many educational systems, providing the ability to collect and analyze student data in order to understand and optimize learning a…
cs.CY2025
Structuring Competency-Based Courses Through Skill Trees
Hildo Bijl
Computer science education has seen two important trends. One has been a shift from raw theory towards skills: competency-based teaching. Another has been increasing student number…
stat.ML2025
Tracking student skills real-time through a continuous-variable dynamic Bayesian network
Hildo Bijl
The field of Knowledge Tracing is focused on predicting the success rate of a student for a given skill. Modern methods like Deep Knowledge Tracing provide accurate estimates given…