Multi-physiological signal fusion for objective emotion recognition in educational human–computer interaction

The developed system offers significant advancements in emotion recognition for educational HCI, enabling more accurate and standardized assessments of teacher emotional states. Real-time integration of this technology into educational environments can enhance teacher-student interactions and contribute to improved learning outcomes. Future research can explore the generalizability of this system to diverse populations and educational settings.

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Publication Details

Journal
Frontiers in Public Health
Published
2024-11-26
DOI
https://doi.org/10.3389/fpubh.2024.1492375
Citations
6
Primary Topic
Emotion and Mood Recognition
Type
article
Field-Weighted Citation Impact
3.05

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article

Multi-physiological signal fusion for objective emotion recognition in educational human–computer interaction

Weiya Zhang, Xiangjie Meng, Wen-Yen Wu, Enling Zuo
6 citations
Frontiers in Public Health
Emotion and Mood Recognition
3.05
article

Multi-physiological signal fusion for objective emotion recognition in educational human–computer interaction

Weiya Zhang, Xiangjie Meng, Wen-Yen Wu, Enling Zuo
article en
6 citations

Abstract

The developed system offers significant advancements in emotion recognition for educational HCI, enabling more accurate and standardized assessments of teacher emotional states. Real-time integration of this technology into educational environments can enhance teacher-student interactions and contribute to improved learning outcomes. Future research can explore the generalizability of this system to diverse populations and educational settings.

Frontiers in Public HealthVol. 12
Changchun University of Science and Technology (CN), Jilin Normal University (CN), Changchun Normal University (CN), Jilin Engineering Normal University (CN), Changchun University (CN)
People's Government of Jilin Province, Education Department of Jilin Province
Openalex Percentile: Top 8%
Emotion and Mood Recognition
3.05
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