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Identification of heart rate change during the teaching process
Jan Francisti1, Zoltán Balogh1,2, Jaroslav Reichel1
1Department of Informatics, Faculty of Natural Sciences and Informatics, Constantine the Philosopher University in Nitra, Nitra, Slovakia.
This study shows how Internet of Things (IoT) devices can non-invasively track student arousal via heart rate during online learning. This data can help teachers adapt methods to improve learning outcomes.
Area of Science:
- Educational Technology
- Physiological Computing
- Human-Computer Interaction
Background:
- The Internet of Things (IoT) offers novel methods for non-invasive physiological monitoring.
- Understanding student engagement and arousal is crucial for effective teaching, especially in remote learning environments.
Purpose of the Study:
- To investigate the use of common IoT devices for non-invasive physiological data acquisition.
- To identify changes in student arousal levels during the teaching process using physiological data.
- To explore the correlation between heart rate, arousal, and learning outcomes.
Main Methods:
- Collected physiological data, specifically heart rate (HR), from students during distance learning activities.
- Recorded time-stamped data correlating HR with specific teaching activities.
- Utilized IoT devices for accessible and non-invasive data collection.
Main Results:
- Demonstrated the feasibility of using IoT devices to monitor physiological responses.
- Identified patterns in heart rate changes related to student arousal levels during online lessons.
- Established a potential link between physiological arousal and learning engagement.
Conclusions:
- The proposed system can identify shifts in student arousal, offering a pathway to enhance teaching efficiency.
- Real-time monitoring of arousal can enable teachers to adjust pedagogical strategies for improved student understanding.
- This methodology supports data-driven improvements in educational delivery and learning success.
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