[HTML][HTML] Explainable artificial intelligence in education
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …
Evidence‐based multimodal learning analytics for feedback and reflection in collaborative learning
Multimodal learning analytics (MMLA) offers the potential to provide evidence‐based
insights into complex learning phenomena such as collaborative learning. Yet, few MMLA …
insights into complex learning phenomena such as collaborative learning. Yet, few MMLA …
Socio-Spatial Learning Analytics in Co-located Collaborative Learning Spaces: A Systematic Literature Review.
Socio-spatial learning analytics (SSLA) is an emerging area within learning analytics
research that seeks to uncover valuable educational insights from individuals' social and …
research that seeks to uncover valuable educational insights from individuals' social and …
Scalability, sustainability, and ethicality of multimodal learning analytics
Multimodal Learning Analytics (MMLA) innovations are commonly aimed at supporting
learners in physical learning spaces through state-of-the-art sensing technologies and …
learners in physical learning spaces through state-of-the-art sensing technologies and …
The role of indoor positioning analytics in assessment of simulation‐based learning
Simulation‐based learning provides students with unique opportunities to develop key
procedural and teamwork skills in close‐to‐authentic physical learning and training …
procedural and teamwork skills in close‐to‐authentic physical learning and training …
Lessons learnt from a multimodal learning analytics deployment in-the-wild
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
Dissecting the temporal dynamics of embodied collaborative learning using multimodal learning analytics.
Embodied collaborative learning, intertwining verbal and physical behaviors, is an intricate
learning process demanding a multifaceted approach for comprehensive understanding …
learning process demanding a multifaceted approach for comprehensive understanding …
Modelling co-located team communication from voice detection and positioning data in healthcare simulation
In co-located situations, team members use a combination of verbal and visual signals to
communicate effectively, among which positional forms play a key role. The spatial patterns …
communicate effectively, among which positional forms play a key role. The spatial patterns …
HuCETA: A framework for human-centered embodied teamwork analytics
Collocated teamwork remains a pervasive practice across all professional sectors. Even
though live observations and video analysis have been utilized for understanding embodied …
though live observations and video analysis have been utilized for understanding embodied …
Map** from proximity traces to socio‐spatial behaviours and student progression at the school
Identifying students facing difficulties and providing them with timely support is one of the
educator's key responsibilities. Yet, this task is becoming increasingly challenging as the …
educator's key responsibilities. Yet, this task is becoming increasingly challenging as the …