From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning

ArXi:2605.12788v1 Announce Type: new Sustained effort is essential for realizing the benefits of intelligent tutoring systems (ITS), yet many learners disengage or underuse available practice time. We