Department of Computer Science and Engineering, Saint Petersburg Electrotechnical University "LETI", 197022 Saint Petersburg, Russia.
Sensors (Basel). 2023 Jun 15;23(12):5591. doi: 10.3390/s23125591.
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.
本文致力于研究人的情绪状态与坐姿身体姿势之间的相关性。为了进行研究,我们开发了基于姿势测量椅的软硬件系统的第一个版本,允许使用应变计评估坐姿人的姿势特征。使用该系统,我们揭示了传感器读数与人类情绪状态之间的相关性。我们表明,传感器组的某些读数是针对人的特定情绪状态形成的。我们还发现,触发传感器的组、它们的组成、数量和位置与特定人的状态有关,这导致需要为每个人建立个性化的数字姿势模型。我们的软硬件综合体的智能组成部分基于协同进化混合智能的概念。该系统可用于医疗诊断程序和康复过程中,以及用于控制那些职业活动与增加的心理情绪负荷有关、可能导致认知障碍、疲劳、职业倦怠并可能导致疾病发展的人。