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Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection
INTRODUCTION: Since the reform and opening up, the social economy has developed rapidly. The competition in the employer market is fierce, which leads leaders to have strict requirements for workers, and workplace stress increases. The blind pursuit of corporate economic benefits has led to the negl...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Dove
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404594/ https://www.ncbi.nlm.nih.gov/pubmed/37554305 http://dx.doi.org/10.2147/PRBM.S409723 |
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author | Tang, Xin |
author_facet | Tang, Xin |
author_sort | Tang, Xin |
collection | PubMed |
description | INTRODUCTION: Since the reform and opening up, the social economy has developed rapidly. The competition in the employer market is fierce, which leads leaders to have strict requirements for workers, and workplace stress increases. The blind pursuit of corporate economic benefits has led to the neglect of workers’ mental health. Employee retaliation against the corporate occurs frequently. The perfection of the legal system for occupational mental health protection is imminent. METHODS: Based on the above questions, this study first introduces the research background, significance, and purpose in the introduction. Second, in the literature review, the current status of research is sorted out, the problems in the existing research are summarized, and the innovation points of this study are highlighted. Then, in the method section, the algorithms and models used here are introduced, including convolutional neural networks, long short-term memory networks, and the design of interview processes. Finally, the results of the questionnaire survey and the experimental test are analyzed. RESULTS: (1) There is further room for optimization of intelligent lie recognition technology. (2) The employee assistance program system can effectively solve the mental health problems of employees. (3) There is a need to expand the legislative mechanism for workers’ mental health protection at the legal level. DISCUSSION: This study mainly explores the loopholes of occupational mental health protection under the formulation of laws and regulations. Intelligent lie recognition technology reduces workers’ adverse physical and mental health risks due to work. It is dedicated to protecting workers’ legitimate rights and interests from the formulation of laws and regulations. |
format | Online Article Text |
id | pubmed-10404594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-104045942023-08-08 Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection Tang, Xin Psychol Res Behav Manag Original Research INTRODUCTION: Since the reform and opening up, the social economy has developed rapidly. The competition in the employer market is fierce, which leads leaders to have strict requirements for workers, and workplace stress increases. The blind pursuit of corporate economic benefits has led to the neglect of workers’ mental health. Employee retaliation against the corporate occurs frequently. The perfection of the legal system for occupational mental health protection is imminent. METHODS: Based on the above questions, this study first introduces the research background, significance, and purpose in the introduction. Second, in the literature review, the current status of research is sorted out, the problems in the existing research are summarized, and the innovation points of this study are highlighted. Then, in the method section, the algorithms and models used here are introduced, including convolutional neural networks, long short-term memory networks, and the design of interview processes. Finally, the results of the questionnaire survey and the experimental test are analyzed. RESULTS: (1) There is further room for optimization of intelligent lie recognition technology. (2) The employee assistance program system can effectively solve the mental health problems of employees. (3) There is a need to expand the legislative mechanism for workers’ mental health protection at the legal level. DISCUSSION: This study mainly explores the loopholes of occupational mental health protection under the formulation of laws and regulations. Intelligent lie recognition technology reduces workers’ adverse physical and mental health risks due to work. It is dedicated to protecting workers’ legitimate rights and interests from the formulation of laws and regulations. Dove 2023-08-02 /pmc/articles/PMC10404594/ /pubmed/37554305 http://dx.doi.org/10.2147/PRBM.S409723 Text en © 2023 Tang. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Tang, Xin Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection |
title | Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection |
title_full | Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection |
title_fullStr | Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection |
title_full_unstemmed | Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection |
title_short | Application of Intelligent Lie Recognition Technology in Laws and Regulations Based on Occupational Mental Health Protection |
title_sort | application of intelligent lie recognition technology in laws and regulations based on occupational mental health protection |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404594/ https://www.ncbi.nlm.nih.gov/pubmed/37554305 http://dx.doi.org/10.2147/PRBM.S409723 |
work_keys_str_mv | AT tangxin applicationofintelligentlierecognitiontechnologyinlawsandregulationsbasedonoccupationalmentalhealthprotection |