A physiological signal database of children with different special needs for stress recognition
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info:eu-repo/semantics/openAccessAttribution 4.0 Internationalhttps://creativecommons.org/licenses/by/4.0/Tarih
2023Yazar
Coşkun, BuketAy, Şevket
Erol Barkana, Duygun
Bostancı, Hilal
Uzun, İsmail
Oktay, Ayşe Betül
Tunçel, Başak
Tarakçı, Devrim
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Coşkun, B., Ay, Ş., Erol Barkana, D., Bostancı, H., Uzun, İ., Oktay, A. B. ... Tarakçı, D. (2023). A physiological signal database of children with different special needs for stress recognition. Scientific Data, 10(1). https://dx.doi.org/10.1038/s41597-023-02272-2Özet
This study presents a new dataset AKTIVES for evaluating the methods for stress detection and game reaction using physiological signals. We collected data from 25 children with obstetric brachial plexus injury, dyslexia, and intellectual disabilities, and typically developed children during game therapy. A wristband was used to record physiological data (blood volume pulse (BVP), electrodermal activity (EDA), and skin temperature (ST)). Furthermore, the facial expressions of children were recorded. Three experts watched the children's videos, and physiological data is labeled "Stress/No Stress" and "Reaction/No Reaction", according to the videos. The technical validation supported high-quality signals and showed consistency between the experts.