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Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence
This work aims to improve the information dissemination atmosphere of rural live broadcasting and ensure its long-term development. First, it studies and analyzes the current situation and characteristics of rural live broadcasting. Then, it discusses the blockchain (BC) technology and information d...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293503/ https://www.ncbi.nlm.nih.gov/pubmed/35860641 http://dx.doi.org/10.1155/2022/4590578 |
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author | Liu, Jie Yu, Yahui Ji, Peng Liu, Danni |
author_facet | Liu, Jie Yu, Yahui Ji, Peng Liu, Danni |
author_sort | Liu, Jie |
collection | PubMed |
description | This work aims to improve the information dissemination atmosphere of rural live broadcasting and ensure its long-term development. First, it studies and analyzes the current situation and characteristics of rural live broadcasting. Then, it discusses the blockchain (BC) technology and information dissemination mode in the era of artificial intelligence (AI). Finally, the characteristics of BC technology (BT) and the information dissemination model are discussed. A BT-optimized susceptible exposed infected recovered (SEIR) information dissemination model is proposed. The results show that the BT-optimized SEIR model has no effect on the traditional information transmission characteristics and can ensure the conventional transmission of all information. Additionally, BT can effectively improve the overall transmission efficiency of the SEIR model for false information and accurate information and effectively shorten the duration. Specifically, the BT-optimized SEIR model's maximum false information transmission proportion is reduced by about 13%. The duration is reduced by 15 days over the traditional model. By comparison, in positive information dissemination, the maximum transmission proportion of the proposed BT-optimized SEIR model is about 19% higher than the traditional model. The duration is about 30 days longer. The research provides technical support for controlling and improving the current situation and atmosphere of rural live broadcasting information dissemination. |
format | Online Article Text |
id | pubmed-9293503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-92935032022-07-19 Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence Liu, Jie Yu, Yahui Ji, Peng Liu, Danni Comput Intell Neurosci Research Article This work aims to improve the information dissemination atmosphere of rural live broadcasting and ensure its long-term development. First, it studies and analyzes the current situation and characteristics of rural live broadcasting. Then, it discusses the blockchain (BC) technology and information dissemination mode in the era of artificial intelligence (AI). Finally, the characteristics of BC technology (BT) and the information dissemination model are discussed. A BT-optimized susceptible exposed infected recovered (SEIR) information dissemination model is proposed. The results show that the BT-optimized SEIR model has no effect on the traditional information transmission characteristics and can ensure the conventional transmission of all information. Additionally, BT can effectively improve the overall transmission efficiency of the SEIR model for false information and accurate information and effectively shorten the duration. Specifically, the BT-optimized SEIR model's maximum false information transmission proportion is reduced by about 13%. The duration is reduced by 15 days over the traditional model. By comparison, in positive information dissemination, the maximum transmission proportion of the proposed BT-optimized SEIR model is about 19% higher than the traditional model. The duration is about 30 days longer. The research provides technical support for controlling and improving the current situation and atmosphere of rural live broadcasting information dissemination. Hindawi 2022-07-11 /pmc/articles/PMC9293503/ /pubmed/35860641 http://dx.doi.org/10.1155/2022/4590578 Text en Copyright © 2022 Jie Liu et al. 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 Liu, Jie Yu, Yahui Ji, Peng Liu, Danni Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence |
title | Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence |
title_full | Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence |
title_fullStr | Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence |
title_full_unstemmed | Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence |
title_short | Information Dissemination Model in Rural Live Broadcasting under Blockchain in the Era of Artificial Intelligence |
title_sort | information dissemination model in rural live broadcasting under blockchain in the era of artificial intelligence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293503/ https://www.ncbi.nlm.nih.gov/pubmed/35860641 http://dx.doi.org/10.1155/2022/4590578 |
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