From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning
arXiv:2605.12788v1 Announce Type: new
Abstract: Sustained effort is essential for realizing the benefits of intelligent tutoring systems (ITS), yet many learners disengage or underuse available practice time. We introduce engagement forecasting as a s…