Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms

With the advent of the internet, social media of Facebook and Twitter, as well as the communication technology of WhatsApp and Telegram, the speed and scope of the rumour dissemination has been expanded. Understanding the characterization of rumour dissemination and how it spreads can help in mitiga...

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Main Authors: Norhayati, Rosli, Muhammad Fahmi, Ahmad Zuber, Turab, Ali
Format: Article
Language:English
Published: Universiti Kebangsaan Malaysia 2024
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/40721/1/Sains%20Malaysiana%20NR.pdf
http://umpir.ump.edu.my/id/eprint/40721/
http://doi.org/10.17576/jsm-2024-5303-18
http://doi.org/10.17576/jsm-2024-5303-18
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spelling my.ump.umpir.407212024-03-21T05:50:35Z http://umpir.ump.edu.my/id/eprint/40721/ Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms Norhayati, Rosli Muhammad Fahmi, Ahmad Zuber Turab, Ali QA Mathematics With the advent of the internet, social media of Facebook and Twitter, as well as the communication technology of WhatsApp and Telegram, the speed and scope of the rumour dissemination has been expanded. Understanding the characterization of rumour dissemination and how it spreads can help in mitigation measures to avoid the spread of the rumour. Therefore, it is crucial to propose a mathematical model, and in particular this paper is concerned with the epidemic model to understand the dissemination of the rumour in social network. The mechanism of rumour propagation is behaving like infectious diseases spread; hence this research adopted the epidemiological model approach. In this network, the compartment is divided into susceptible, ignorant, propagation and stiflers. The basic influence number, the equilibrium points of rumour-free and the endemic equilibrium state were obtained and discussed. For the local stability, the Next Generation Matrix was used. Numerical simulation is performed to understand the dynamics of the spread of rumour in a population or social networks, its impact in a population, and adjusting mechanisms in curbing the spread of rumour. Universiti Kebangsaan Malaysia 2024-03 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/40721/1/Sains%20Malaysiana%20NR.pdf Norhayati, Rosli and Muhammad Fahmi, Ahmad Zuber and Turab, Ali (2024) Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms. Sains Malaysiana, 53 (3). pp. 719-731. ISSN 0126-6039. (Published) http://doi.org/10.17576/jsm-2024-5303-18 http://doi.org/10.17576/jsm-2024-5303-18
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Norhayati, Rosli
Muhammad Fahmi, Ahmad Zuber
Turab, Ali
Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
description With the advent of the internet, social media of Facebook and Twitter, as well as the communication technology of WhatsApp and Telegram, the speed and scope of the rumour dissemination has been expanded. Understanding the characterization of rumour dissemination and how it spreads can help in mitigation measures to avoid the spread of the rumour. Therefore, it is crucial to propose a mathematical model, and in particular this paper is concerned with the epidemic model to understand the dissemination of the rumour in social network. The mechanism of rumour propagation is behaving like infectious diseases spread; hence this research adopted the epidemiological model approach. In this network, the compartment is divided into susceptible, ignorant, propagation and stiflers. The basic influence number, the equilibrium points of rumour-free and the endemic equilibrium state were obtained and discussed. For the local stability, the Next Generation Matrix was used. Numerical simulation is performed to understand the dynamics of the spread of rumour in a population or social networks, its impact in a population, and adjusting mechanisms in curbing the spread of rumour.
format Article
author Norhayati, Rosli
Muhammad Fahmi, Ahmad Zuber
Turab, Ali
author_facet Norhayati, Rosli
Muhammad Fahmi, Ahmad Zuber
Turab, Ali
author_sort Norhayati, Rosli
title Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
title_short Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
title_full Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
title_fullStr Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
title_full_unstemmed Mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
title_sort mathematical modelling of a rumour spreading with the attitude of adjusting mechanisms
publisher Universiti Kebangsaan Malaysia
publishDate 2024
url http://umpir.ump.edu.my/id/eprint/40721/1/Sains%20Malaysiana%20NR.pdf
http://umpir.ump.edu.my/id/eprint/40721/
http://doi.org/10.17576/jsm-2024-5303-18
http://doi.org/10.17576/jsm-2024-5303-18
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