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Assessment of a Person’s Emotional State Based on His or Her Posture Parameters
This article is devoted to the study of the correlation between the emotional state of a person and the posture of his or her body in the sitting position. In order to carry out the study, we developed the first version of the hardware-software system based on a posturometric armchair, allowing the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304626/ https://www.ncbi.nlm.nih.gov/pubmed/37420757 http://dx.doi.org/10.3390/s23125591 |
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author | Shichkina, Yulia Bureneva, Olga Salaurov, Evgenii Syrtsova, Ekaterina |
author_facet | Shichkina, Yulia Bureneva, Olga Salaurov, Evgenii Syrtsova, Ekaterina |
author_sort | Shichkina, Yulia |
collection | PubMed |
description | This article is devoted to the study of the correlation between the emotional state of a person and the posture of his or her body in the sitting position. In order to carry out the study, we developed the first version of the hardware-software system based on a posturometric armchair, allowing the characteristics of the posture of a sitting person to be evaluated using strain gauges. Using this system, we revealed the correlation between sensor readings and human emotional states. We showed that certain readings of a sensor group are formed for a certain emotional state of a person. We also found that the groups of triggered sensors, their composition, their number, and their location are related to the states of a particular person, which led to the need to build personalized digital pose models for each person. The intellectual component of our hardware–software complex is based on the concept of co-evolutionary hybrid intelligence. The system can be used during medical diagnostic procedures and rehabilitation processes, as well as in controlling people whose professional activity is connected with increased psycho-emotional load and can cause cognitive disorders, fatigue, and professional burnout and can lead to the development of diseases. |
format | Online Article Text |
id | pubmed-10304626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103046262023-06-29 Assessment of a Person’s Emotional State Based on His or Her Posture Parameters Shichkina, Yulia Bureneva, Olga Salaurov, Evgenii Syrtsova, Ekaterina Sensors (Basel) Article This article is devoted to the study of the correlation between the emotional state of a person and the posture of his or her body in the sitting position. In order to carry out the study, we developed the first version of the hardware-software system based on a posturometric armchair, allowing the characteristics of the posture of a sitting person to be evaluated using strain gauges. Using this system, we revealed the correlation between sensor readings and human emotional states. We showed that certain readings of a sensor group are formed for a certain emotional state of a person. We also found that the groups of triggered sensors, their composition, their number, and their location are related to the states of a particular person, which led to the need to build personalized digital pose models for each person. The intellectual component of our hardware–software complex is based on the concept of co-evolutionary hybrid intelligence. The system can be used during medical diagnostic procedures and rehabilitation processes, as well as in controlling people whose professional activity is connected with increased psycho-emotional load and can cause cognitive disorders, fatigue, and professional burnout and can lead to the development of diseases. MDPI 2023-06-15 /pmc/articles/PMC10304626/ /pubmed/37420757 http://dx.doi.org/10.3390/s23125591 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shichkina, Yulia Bureneva, Olga Salaurov, Evgenii Syrtsova, Ekaterina Assessment of a Person’s Emotional State Based on His or Her Posture Parameters |
title | Assessment of a Person’s Emotional State Based on His or Her Posture Parameters |
title_full | Assessment of a Person’s Emotional State Based on His or Her Posture Parameters |
title_fullStr | Assessment of a Person’s Emotional State Based on His or Her Posture Parameters |
title_full_unstemmed | Assessment of a Person’s Emotional State Based on His or Her Posture Parameters |
title_short | Assessment of a Person’s Emotional State Based on His or Her Posture Parameters |
title_sort | assessment of a person’s emotional state based on his or her posture parameters |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304626/ https://www.ncbi.nlm.nih.gov/pubmed/37420757 http://dx.doi.org/10.3390/s23125591 |
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