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  1. Article

    Open Access

    Visualising alignment to support students’ judgment of confidence in open learner models

    Knowledge monitoring is a component of metacognition which can help students regulate their own learning. In adaptive learning software, the system’s model of the student can be presented as an open learner mo...

    Lamiya Al-Shanfari, Carrie Demmans Epp in User Modeling and User-Adapted Interaction (2020)

  2. No Access

    Chapter and Conference Paper

    Student Preferences for Visualising Uncertainty in Open Learner Models

    User preferences for indicating uncertainty using specific visual variables have been explored outside of educational reporting. Exploring students’ preferred method to indicate uncertainty in open learner mod...

    Lamiya Al-Shanfari, Chris Baber, Carrie Demmans Epp in Artificial Intelligence in Education (2017)

  3. No Access

    Chapter and Conference Paper

    Evaluating the Effect of Uncertainty Visualisation in Open Learner Models on Students’ Metacognitive Skills

    Self-assessment is widely used in open learner models (OLMs) as a metacognitive process to enhance students’ self-regulated learning. Yet little research has investigated the impact of the visualisation when t...

    Lamiya Al-Shanfari, Carrie Demmans Epp, Chris Baber in Artificial Intelligence in Education (2017)