This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …

It is often argued that game-based learning is particularly effective because of the
emotionally engaging nature of games. We employed both automatic facial emotion …

During game play a variety of undesired emotions can arise, impeding players' positive
experiences. Adapting game features based on players' emotions can help to address this …

One strength of educational games is their adaptivity to the individual learning progress.
Methods to assess progress during gameplay are limited, especially in virtual reality (VR) …

Learners' emotions and metacognitive self-monitoring play a crucial role in mental model
development, particularly in the context of multimedia learning. However, learning-centered …

In this paper, two studies were conducted to understand the link between students' emotions
and their engagement and performance when learning to write Japanese letters with a …

Users' emotional engagement in a task is important for performance and motivation. Non-
intrusive, computerized process measures of engagement have the potential to provide fine …

Student engagement in a learning environment is directly related to students' perception and
involvement of the educational activities in the class, along with their physical and mental …

This paper proposes a novel, efficient and affordable approach to detect the students'
engagement levels in an e-learning environment by using webcams. Our method analyzes …

In this paper, we propose new 3D CNN prediction models for detecting student engagement
levels in an e-learning environment. The first generated model classifies students' …