Cargando…

Validation of Affect-tag Affective and Cognitive Indicators

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sparrow, Laurent, Six, Hugo, Varona, Lauren, Janin, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8141551/
https://www.ncbi.nlm.nih.gov/pubmed/34040510
http://dx.doi.org/10.3389/fninf.2021.535542
_version_ 1783696384395837440
author Sparrow, Laurent
Six, Hugo
Varona, Lauren
Janin, Olivier
author_facet Sparrow, Laurent
Six, Hugo
Varona, Lauren
Janin, Olivier
author_sort Sparrow, Laurent
collection PubMed
description 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.
format Online
Article
Text
id pubmed-8141551
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-81415512021-05-25 Validation of Affect-tag Affective and Cognitive Indicators Sparrow, Laurent Six, Hugo Varona, Lauren Janin, Olivier Front Neuroinform Neuroscience 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. Frontiers Media S.A. 2021-05-10 /pmc/articles/PMC8141551/ /pubmed/34040510 http://dx.doi.org/10.3389/fninf.2021.535542 Text en Copyright © 2021 Sparrow, Six, Varona and Janin. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Sparrow, Laurent
Six, Hugo
Varona, Lauren
Janin, Olivier
Validation of Affect-tag Affective and Cognitive Indicators
title Validation of Affect-tag Affective and Cognitive Indicators
title_full Validation of Affect-tag Affective and Cognitive Indicators
title_fullStr Validation of Affect-tag Affective and Cognitive Indicators
title_full_unstemmed Validation of Affect-tag Affective and Cognitive Indicators
title_short Validation of Affect-tag Affective and Cognitive Indicators
title_sort validation of affect-tag affective and cognitive indicators
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8141551/
https://www.ncbi.nlm.nih.gov/pubmed/34040510
http://dx.doi.org/10.3389/fninf.2021.535542
work_keys_str_mv AT sparrowlaurent validationofaffecttagaffectiveandcognitiveindicators
AT sixhugo validationofaffecttagaffectiveandcognitiveindicators
AT varonalauren validationofaffecttagaffectiveandcognitiveindicators
AT janinolivier validationofaffecttagaffectiveandcognitiveindicators