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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-06-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/23/12/5591 |
| _version_ | 1797592629328740352 |
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| author | Yulia Shichkina Olga Bureneva Evgenii Salaurov Ekaterina Syrtsova |
| author_facet | Yulia Shichkina Olga Bureneva Evgenii Salaurov Ekaterina Syrtsova |
| author_sort | Yulia Shichkina |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-11T01:56:51Z |
| format | Article |
| id | doaj.art-3f230d7fa2374270a426d64a5f5e93dd |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-11T01:56:51Z |
| publishDate | 2023-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-3f230d7fa2374270a426d64a5f5e93dd2023-11-18T12:33:16ZengMDPI AGSensors1424-82202023-06-012312559110.3390/s23125591Assessment of a Person’s Emotional State Based on His or Her Posture ParametersYulia Shichkina0Olga Bureneva1Evgenii Salaurov2Ekaterina Syrtsova3Department of Computer Science and Engineering, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, RussiaDepartment of Computer Science and Engineering, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, RussiaDepartment of Computer Science and Engineering, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, RussiaDepartment of Computer Science and Engineering, Saint Petersburg Electrotechnical University “LETI”, 197022 Saint Petersburg, RussiaThis 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.https://www.mdpi.com/1424-8220/23/12/5591human emotionhuman–machine interactionautomatic emotion recognitionpsychological diagnosisposture recognitionbody pressure distribution |
| spellingShingle | Yulia Shichkina Olga Bureneva Evgenii Salaurov Ekaterina Syrtsova Assessment of a Person’s Emotional State Based on His or Her Posture Parameters Sensors human emotion human–machine interaction automatic emotion recognition psychological diagnosis posture recognition body pressure distribution |
| 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 | human emotion human–machine interaction automatic emotion recognition psychological diagnosis posture recognition body pressure distribution |
| url | https://www.mdpi.com/1424-8220/23/12/5591 |
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