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Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology

With the advent of the era of big data, the world is facing the challenge of unprecedented information blowout growth, and Internet information processing technology has also ushered in rapid development. At the same time, charity culture has always been a part that the state and society attach grea...

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Detalles Bibliográficos
Autor principal: Chen, Xi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420634/
https://www.ncbi.nlm.nih.gov/pubmed/36046073
http://dx.doi.org/10.1155/2022/5871669
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author Chen, Xi
author_facet Chen, Xi
author_sort Chen, Xi
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description With the advent of the era of big data, the world is facing the challenge of unprecedented information blowout growth, and Internet information processing technology has also ushered in rapid development. At the same time, charity culture has always been a part that the state and society attach great importance to. It is a form of social wealth redistribution and a supplement to the social security system. Based on this social background and reality, this paper analyzes and explores the psychological changes of charitable cultural behavior by social media based on big data technology. This paper introduces latent semantic analysis and constructs the theoretical framework of social media. This paper introduces the related concepts of heart rate variability and mental state, collects the factor factors and constructs the model, and studies the PLS load and cross load. This paper makes a statistical analysis of the data of charitable donations in China from 2017 to 2021 and tests the validity of the questionnaire from the psychological level. The experimental results show that the correlation between the subscales of the questionnaire and the total scale is between 0.470 and 0.820, and the correlation between the dimensions is between 0.183 and 0.590. The correlation between the dimensions and the total score of the scale is higher than that between the dimensions, which shows that there are both connections and differences between the dimensions of the two scales, which are relatively independent, and the scale has a certain structural validity.
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spelling pubmed-94206342022-08-30 Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology Chen, Xi J Environ Public Health Research Article With the advent of the era of big data, the world is facing the challenge of unprecedented information blowout growth, and Internet information processing technology has also ushered in rapid development. At the same time, charity culture has always been a part that the state and society attach great importance to. It is a form of social wealth redistribution and a supplement to the social security system. Based on this social background and reality, this paper analyzes and explores the psychological changes of charitable cultural behavior by social media based on big data technology. This paper introduces latent semantic analysis and constructs the theoretical framework of social media. This paper introduces the related concepts of heart rate variability and mental state, collects the factor factors and constructs the model, and studies the PLS load and cross load. This paper makes a statistical analysis of the data of charitable donations in China from 2017 to 2021 and tests the validity of the questionnaire from the psychological level. The experimental results show that the correlation between the subscales of the questionnaire and the total scale is between 0.470 and 0.820, and the correlation between the dimensions is between 0.183 and 0.590. The correlation between the dimensions and the total score of the scale is higher than that between the dimensions, which shows that there are both connections and differences between the dimensions of the two scales, which are relatively independent, and the scale has a certain structural validity. Hindawi 2022-08-20 /pmc/articles/PMC9420634/ /pubmed/36046073 http://dx.doi.org/10.1155/2022/5871669 Text en Copyright © 2022 Xi Chen. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chen, Xi
Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology
title Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology
title_full Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology
title_fullStr Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology
title_full_unstemmed Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology
title_short Psychological Changes of Social Media on Charitable Cultural Behavior Based on Big Data Technology
title_sort psychological changes of social media on charitable cultural behavior based on big data technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420634/
https://www.ncbi.nlm.nih.gov/pubmed/36046073
http://dx.doi.org/10.1155/2022/5871669
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