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基于姿势参数评估人的情绪状态。

Assessment of a Person's Emotional State Based on His or Her Posture Parameters.

机构信息

Department of Computer Science and Engineering, Saint Petersburg Electrotechnical University "LETI", 197022 Saint Petersburg, Russia.

出版信息

Sensors (Basel). 2023 Jun 15;23(12):5591. doi: 10.3390/s23125591.

Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fca7/10304626/4a8414928faa/sensors-23-05591-g001.jpg

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