Attentive or not? Toward a machine learning approach to assessing students' visible engagement in classroom instruction
Teachers must be able to monitor students' behavior and identify valid cues in order to draw
conclusions about students' actual engagement in learning activities. Teacher training can …
conclusions about students' actual engagement in learning activities. Teacher training can …
Multimodal Learning Analytics research with young children: A systematic review
L Crescenzi‐Lanna - British Journal of Educational Technology, 2020 - Wiley Online Library
Abstract Learning Analytics and Multimodal Learning Analytics are changing the way of
analysing the learning process while students interact with an educational content. This …
analysing the learning process while students interact with an educational content. This …
[PDF][PDF] Multimodal learning analytics
Multimodal Learning Analytics Page 1 Multimodal Learning Analytics Xavier Ochoa Escuela
Superior Politécnica del Litoral #edumetricas, Montevideo, UY 15 April 2016 Page 2 http://www.slideshare.net/xaoch …
Superior Politécnica del Litoral #edumetricas, Montevideo, UY 15 April 2016 Page 2 http://www.slideshare.net/xaoch …
The evolution of research on digital education
P Dillenbourg - International Journal of Artificial Intelligence in …, 2016 - Springer
How does AI&EdAIED today compare to 25 years ago? This paper addresses this evolution
by identifying six trends. The trends are ongoing and will influence learning technologies …
by identifying six trends. The trends are ongoing and will influence learning technologies …
Optimal experience in adult learning: conception and validation of the flow in education scale (EduFlow-2)
While the formulation of Mihaly Csikszentmihalyi's theory of flow, including the experience
dimensions, has remained stable since its introduction in 1975, its dedicated measurement …
dimensions, has remained stable since its introduction in 1975, its dedicated measurement …
Integrating multiple data sources for learning analytics—review of literature
Learning analytics (LA) promises understanding and optimization of learning and learning
environments. To enable richer insights regarding questions related to learning and …
environments. To enable richer insights regarding questions related to learning and …
Computer vision and human behaviour, emotion and cognition detection: A use case on student engagement
Computer vision has shown great accomplishments in a wide variety of classification,
segmentation and object recognition tasks, but tends to encounter more difficulties when …
segmentation and object recognition tasks, but tends to encounter more difficulties when …
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy
A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …
providing teaching and learning experiences to hundreds even thousands of users, an …
Technologies for automated analysis of co-located, real-life, physical learning spaces: Where are we now?
The motivation for this paper is derived from the fact that there has been increasing interest
among researchers and practitioners in develo** technologies that capture, model and …
among researchers and practitioners in develo** technologies that capture, model and …
Translating head motion into attention-towards processing of student's body-language
Evidence has shown that student's attention is a crucial factor for engagement and learning
gain. Although it can be accurately assessed ad-hoc by an experienced teacher, continuous …
gain. Although it can be accurately assessed ad-hoc by an experienced teacher, continuous …