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Detecting emotions through electrodermal activity in learning contexts: A systematic review
There is a strong increase in the use of devices that measure physiological arousal through
electrodermal activity (EDA). Although there is a long tradition of studying emotions during …
electrodermal activity (EDA). Although there is a long tradition of studying emotions during …
Multimodal data fusion in learning analytics: A systematic review
S Mu, M Cui, X Huang - Sensors, 2020 - mdpi.com
Multimodal learning analytics (MMLA), which has become increasingly popular, can help
provide an accurate understanding of learning processes. However, it is still unclear how …
provide an accurate understanding of learning processes. However, it is still unclear how …
Prediction of student academic performance using a hybrid 2D CNN model
Opportunities to apply data mining techniques to analyze educational data and improve
learning are increasing. A multitude of data are being produced by institutional technology, e …
learning are increasing. A multitude of data are being produced by institutional technology, e …
[HTML][HTML] Brain and autonomic nervous system activity measurement in software engineering: A systematic literature review
In the past decade, brain and autonomic nervous system activity measurement received
increasing attention in the study of software engineering (SE). This paper presents a …
increasing attention in the study of software engineering (SE). This paper presents a …
Monitoring in collaborative learning: Co-occurrence of observed behavior and physiological synchrony explored
Although research on collaborative learning suggests that monitoring plays an important
role in successful regulation of the collaborative learning process, little is known about how …
role in successful regulation of the collaborative learning process, little is known about how …
Literature review on co-located collaboration modeling using multimodal learning analytics—can we go the whole nine yards?
Collaboration is one of the important 21st-century skills. It can take place in remote or co-
located settings. Co-located collaboration (CC) is a very complex process that involves …
located settings. Co-located collaboration (CC) is a very complex process that involves …
Augmented virtual reality meditation: Shared dyadic biofeedback increases social presence via respiratory synchrony
In a novel experimental setting, we augmented a variation of traditional compassion
meditation with our custom-built VR environment for multiple concurrent users. The …
meditation with our custom-built VR environment for multiple concurrent users. The …
Affective states and regulation of learning during socio‐emotional interactions in secondary school collaborative groups
Background Group affective states for learning are constantly formed through socio‐
emotional interactions. However, it remains unclear how the affective states vary during …
emotional interactions. However, it remains unclear how the affective states vary during …
What does physiological synchrony reveal about metacognitive experiences and group performance?
There is a growing body of research on physiological synchrony (PS) in Collaborative
Problem Solving (CPS). However, the current literature presents inconclusive findings about …
Problem Solving (CPS). However, the current literature presents inconclusive findings about …
Exploring adaptation in socially-shared regulation of learning using video and heart rate data
Abstracts In socially shared regulation of learning, adaptation is a key process for
overcoming collaborative learning challenges. Monitoring the learning process allows …
overcoming collaborative learning challenges. Monitoring the learning process allows …