Developing a multimodal classroom engagement analysis dashboard for higher-education

A Sabuncuoglu, TM Sezgin - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Developing learning analytics dashboards (LADs) is a growing research interest as online
learning tools have become more accessible in K-12 and higher education settings. This …

Automated Detection of Students' Gaze Interactions in Collaborative Learning Videos: A Novel Approach

Q Zhou, A Bhattacharya, W Suraworachet… - European Conference …, 2023 - Springer
Gaze behaviours have been considered important social signals to explore human learning.
Over the past decade, previous research showed positive relationships between certain …

Towards Building Child-Centered Machine Learning Pipelines: Use Cases from K-12 and Higher-Education

A Sabuncuoglu, C Besevli, TM Sezgin - arXiv preprint arXiv:2304.09532, 2023 - arxiv.org
Researchers and policy-makers have started creating frameworks and guidelines for
building machine-learning (ML) pipelines with a human-centered lens. Machine Learning …