Adaptive learning

  1. AlphaLearn frames adaptive e-learning as multi-objective optimization
    AlphaLearn proposes a multi-objective evolutionary framework for adaptive e-learning pathways that integrates fairness as a core optimization criterion alongside learning effectiveness and engagement.
  2. Adaptive formative assessment showed high estimation accuracy
    Formative adaptive assessment framework combining Item Response Theory-based computerized adaptive testing with Bayesian diagnostic modelling for engineering education competency assessment.