Validation of Affect-tag Affective and ...
Document type :
Article dans une revue scientifique
Permalink :
Title :
Validation of Affect-tag Affective and Cognitive Indicators
Author(s) :
Sparrow, Laurent [Auteur]
Laboratoire Sciences Cognitives et Sciences Affectives - UMR 9193 [SCALab]
Six, Hugo [Auteur]
Varona, Lauren [Auteur]
Janin, Olivier [Auteur]

Laboratoire Sciences Cognitives et Sciences Affectives - UMR 9193 [SCALab]
Six, Hugo [Auteur]
Varona, Lauren [Auteur]
Janin, Olivier [Auteur]
Journal title :
Frontiers in Neuroinformatics
Abbreviated title :
Front. Neuroinform.
Volume number :
15
Publisher :
Frontiers Media SA
Publication date :
2021-05-10
ISSN :
1662-5196
HAL domain(s) :
Sciences cognitives
English abstract : [en]
The Affect-tag solution measures physiological signals to deliver indicators derived from cognitive science. To provide the most accurate and effective results, a database of electrodermal activity (EDA) signals acquired ...
Show more >The Affect-tag solution measures physiological signals to deliver indicators derived from cognitive science. To provide the most accurate and effective results, a database of electrodermal activity (EDA) signals acquired using the Affect-tag A1 band was created. An experimental paradigm was designed to measure action-taking, autonomic regulation, cognitive load (CL), emotions, and stress, affects, and social stress. The Affect-tag emotional power (EP), emotional density (ED), and CL affective and cognitive indicators were refined based on the physiological responses of 48 participants during these tasks. Statistical significance was obtained for all indicators in tasks they were designed to measure, resulting in a total accuracy score of 89% for the combined indicators. Data obtained during this study will be further analyzed to define emotional and affective states.Show less >
Show more >The Affect-tag solution measures physiological signals to deliver indicators derived from cognitive science. To provide the most accurate and effective results, a database of electrodermal activity (EDA) signals acquired using the Affect-tag A1 band was created. An experimental paradigm was designed to measure action-taking, autonomic regulation, cognitive load (CL), emotions, and stress, affects, and social stress. The Affect-tag emotional power (EP), emotional density (ED), and CL affective and cognitive indicators were refined based on the physiological responses of 48 participants during these tasks. Statistical significance was obtained for all indicators in tasks they were designed to measure, resulting in a total accuracy score of 89% for the combined indicators. Data obtained during this study will be further analyzed to define emotional and affective states.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Administrative institution(s) :
Université de Lille
CNRS
CHU Lille
CNRS
CHU Lille
Submission date :
2021-06-15T08:28:04Z
2021-06-21T07:30:02Z
2021-06-21T07:30:02Z
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