Infodemic mechanism based on the SIR model: a population mobility perspective

Ease of access and transmission of information through social media has led to ambiguity, the scope of misinformation, and uncertainty, especially during the time of public health emergencies when there is a huge demand for health information due to the lack of scientific knowledge of health knowled...

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Main Authors: Li, Cun Lin, Li, Dan, Mai, Xiao Jun, Thoo, Ai Chin
Format: Article
Language:English
Published: Politechnica University of Bucharest 2023
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Online Access:http://eprints.utm.my/107503/1/ThooAiChin2023_InfodemicMechanismBasedontheSIRModel.pdf
http://eprints.utm.my/107503/
https://www.scientificbulletin.upb.ro/SeriaA_-_Matematica_si_fizica_aplicate.php?page=revistaonline&a=2&arh_an=2023&arh_ser=A&arh_nr=2
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spelling my.utm.1075032024-09-23T03:18:57Z http://eprints.utm.my/107503/ Infodemic mechanism based on the SIR model: a population mobility perspective Li, Cun Lin Li, Dan Mai, Xiao Jun Thoo, Ai Chin H Social Sciences (General) Ease of access and transmission of information through social media has led to ambiguity, the scope of misinformation, and uncertainty, especially during the time of public health emergencies when there is a huge demand for health information due to the lack of scientific knowledge of health knowledge among online users. Inaccurate health information will induce social disorders such as panic during the epidemic Covid-19 outbreak, which has drawn increasing attention from scholars and the government. The purpose of the study is to construct a dynamic misinformation fading model by initially considering the population mobility possibility based on the classic SIR model, thus making the infordemic spreading process more realistic and apparent. The proposed model helps to understand the impact of misinformation online by deriving and simu-lating the important parameters: misinformation-free equilibrium, spreading duration, and the social stability index to revealing the misinformation development trend. Fi-nally, the research identifies more efficient measures that could be employed in times of government officials or companies during public health emergencies. Politechnica University of Bucharest 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/107503/1/ThooAiChin2023_InfodemicMechanismBasedontheSIRModel.pdf Li, Cun Lin and Li, Dan and Mai, Xiao Jun and Thoo, Ai Chin (2023) Infodemic mechanism based on the SIR model: a population mobility perspective. UPB Scientific Bulletin, Series A: Applied Mathematics and Physics, 85 (2). pp. 89-102. ISSN 1223-7027 https://www.scientificbulletin.upb.ro/SeriaA_-_Matematica_si_fizica_aplicate.php?page=revistaonline&a=2&arh_an=2023&arh_ser=A&arh_nr=2 NA
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic H Social Sciences (General)
spellingShingle H Social Sciences (General)
Li, Cun Lin
Li, Dan
Mai, Xiao Jun
Thoo, Ai Chin
Infodemic mechanism based on the SIR model: a population mobility perspective
description Ease of access and transmission of information through social media has led to ambiguity, the scope of misinformation, and uncertainty, especially during the time of public health emergencies when there is a huge demand for health information due to the lack of scientific knowledge of health knowledge among online users. Inaccurate health information will induce social disorders such as panic during the epidemic Covid-19 outbreak, which has drawn increasing attention from scholars and the government. The purpose of the study is to construct a dynamic misinformation fading model by initially considering the population mobility possibility based on the classic SIR model, thus making the infordemic spreading process more realistic and apparent. The proposed model helps to understand the impact of misinformation online by deriving and simu-lating the important parameters: misinformation-free equilibrium, spreading duration, and the social stability index to revealing the misinformation development trend. Fi-nally, the research identifies more efficient measures that could be employed in times of government officials or companies during public health emergencies.
format Article
author Li, Cun Lin
Li, Dan
Mai, Xiao Jun
Thoo, Ai Chin
author_facet Li, Cun Lin
Li, Dan
Mai, Xiao Jun
Thoo, Ai Chin
author_sort Li, Cun Lin
title Infodemic mechanism based on the SIR model: a population mobility perspective
title_short Infodemic mechanism based on the SIR model: a population mobility perspective
title_full Infodemic mechanism based on the SIR model: a population mobility perspective
title_fullStr Infodemic mechanism based on the SIR model: a population mobility perspective
title_full_unstemmed Infodemic mechanism based on the SIR model: a population mobility perspective
title_sort infodemic mechanism based on the sir model: a population mobility perspective
publisher Politechnica University of Bucharest
publishDate 2023
url http://eprints.utm.my/107503/1/ThooAiChin2023_InfodemicMechanismBasedontheSIRModel.pdf
http://eprints.utm.my/107503/
https://www.scientificbulletin.upb.ro/SeriaA_-_Matematica_si_fizica_aplicate.php?page=revistaonline&a=2&arh_an=2023&arh_ser=A&arh_nr=2
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score 13.226497