The cyclical ethical effects of using artificial intelligence in education

E Dieterle, C Dede, M Walker - AI & society, 2024 - Springer
Our synthetic review of the relevant and related literatures on the ethics and effects of using
AI in education reveals five qualitatively distinct and interrelated divides associated with …

Multimodal data capabilities for learning: What can multimodal data tell us about learning?

K Sharma, M Giannakos - British Journal of Educational …, 2020 - Wiley Online Library
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …

Teacher emotions in the classroom and their implications for students

AC Frenzel, L Daniels, I Burić - Educational Psychologist, 2021 - Taylor & Francis
The present contribution provides a conceptualization of teacher emotions rooted in
appraisal theory and draws on several complementary theoretical perspectives to create a …

[HTML][HTML] Cognitive and emotional engagement while learning with VR: The perspective of multimodal methodology

I Dubovi - Computers & Education, 2022 - Elsevier
This study uses a multimodal data analysis approach to provide a more continuous and
objective insight into how students' engagement unfolds and impacts learning …

Multimodal graph learning based on 3D Haar semi-tight framelet for student engagement prediction

M Li, X Zhuang, L Bai, W Ding - Information Fusion, 2024 - Elsevier
With the increasing availability of multimodal educational data, there is a growing need to
effectively integrate and exploit multiple data sources to enhance student engagement …

Leveraging computer vision for adaptive learning in STEM education: effect of engagement and self-efficacy

TT Wu, HY Lee, WS Wang, CJ Lin… - International Journal of …, 2023 - Springer
In the field of Science, Technology, Engineering, and Mathematics (STEM) education, which
aims to cultivate problem-solving skills, accurately assessing learners' engagement remains …

Emotion regulation in achievement situations: An integrated model

JM Harley, R Pekrun, JL Taxer… - Educational psychologist, 2019 - Taylor & Francis
Achievement emotions are critical because of their impact on success and failure in
important domains such as learning. These emotions may be modified via emotion …

The datafication of education

J Jarke, A Breiter - Learning, Media and Technology, 2019 - Taylor & Francis
The increasing datafication, in particular the availability of data and corresponding
algorithms introduces new means to measure, capture, describe and represent social life in …

Innovative pedagogies of the future: An evidence-based selection

C Herodotou, M Sharples, M Gaved… - Frontiers in …, 2019 - frontiersin.org
There is a widespread notion that educational systems should empower learners with skills
and competences to cope with a constantly changing landscape. Reference is often made to …

Multimodal learning analytics for game‐based learning

A Emerson, EB Cloude, R Azevedo… - British journal of …, 2020 - Wiley Online Library
A distinctive feature of game‐based learning environments is their capacity to create
learning experiences that are both effective and engaging. Recent advances in sensor …