A hierarchical transformer–graph framework for explainable student engagement estimation in E-learning videos

M Mohammed Hussain Alharbi A Asim Suleman A. Alwabel M Mansor Alohali A Aidd Mohammed Almalki M Mohd Fairuz Iskandar Othman M Mohammad Nazir Ahmad

Article Details

Volume / Issue Vol. 16, Issue 1
Published May 13, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (6)

M

Mohammed Hussain Alharbi

A

Asim Suleman A. Alwabel

M

Mansor Alohali

A

Aidd Mohammed Almalki

M

Mohd Fairuz Iskandar Othman

M

Mohammad Nazir Ahmad