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An Opinion Interactive Model Based on Individual Persuasiveness
In order to study the formation process of group opinion in real life, we put forward a new opinion interactive model based on Deffuant model and its improved models in this paper because current models of opinion dynamics lack considering individual persuasiveness. Our model has following advantage...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609810/ https://www.ncbi.nlm.nih.gov/pubmed/26508911 http://dx.doi.org/10.1155/2015/345160 |
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author | Zhou, Xin Chen, Bin Liu, Liang Ma, Liang Qiu, Xiaogang |
author_facet | Zhou, Xin Chen, Bin Liu, Liang Ma, Liang Qiu, Xiaogang |
author_sort | Zhou, Xin |
collection | PubMed |
description | In order to study the formation process of group opinion in real life, we put forward a new opinion interactive model based on Deffuant model and its improved models in this paper because current models of opinion dynamics lack considering individual persuasiveness. Our model has following advantages: firstly persuasiveness is added to individual's attributes reflecting the importance of persuasiveness, which means that all the individuals are different from others; secondly probability is introduced in the course of interaction which simulates the uncertainty of interaction. In Monte Carlo simulation experiments, sensitivity analysis including the influence of randomness, initial persuasiveness distribution, and number of individuals is studied at first; what comes next is that the range of common opinion based on the initial persuasiveness distribution can be predicted. Simulation experiment results show that when the initial values of agents are fixed, no matter how many times independently replicated experiments, the common opinion will converge at a certain point; however the number of iterations will not always be the same; the range of common opinion can be predicted when initial distribution of opinion and persuasiveness are given. As a result, this model can reflect and interpret some phenomena of opinion interaction in realistic society. |
format | Online Article Text |
id | pubmed-4609810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-46098102015-10-27 An Opinion Interactive Model Based on Individual Persuasiveness Zhou, Xin Chen, Bin Liu, Liang Ma, Liang Qiu, Xiaogang Comput Intell Neurosci Research Article In order to study the formation process of group opinion in real life, we put forward a new opinion interactive model based on Deffuant model and its improved models in this paper because current models of opinion dynamics lack considering individual persuasiveness. Our model has following advantages: firstly persuasiveness is added to individual's attributes reflecting the importance of persuasiveness, which means that all the individuals are different from others; secondly probability is introduced in the course of interaction which simulates the uncertainty of interaction. In Monte Carlo simulation experiments, sensitivity analysis including the influence of randomness, initial persuasiveness distribution, and number of individuals is studied at first; what comes next is that the range of common opinion based on the initial persuasiveness distribution can be predicted. Simulation experiment results show that when the initial values of agents are fixed, no matter how many times independently replicated experiments, the common opinion will converge at a certain point; however the number of iterations will not always be the same; the range of common opinion can be predicted when initial distribution of opinion and persuasiveness are given. As a result, this model can reflect and interpret some phenomena of opinion interaction in realistic society. Hindawi Publishing Corporation 2015 2015-10-05 /pmc/articles/PMC4609810/ /pubmed/26508911 http://dx.doi.org/10.1155/2015/345160 Text en Copyright © 2015 Xin Zhou et al. https://creativecommons.org/licenses/by/3.0/ 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 Zhou, Xin Chen, Bin Liu, Liang Ma, Liang Qiu, Xiaogang An Opinion Interactive Model Based on Individual Persuasiveness |
title | An Opinion Interactive Model Based on Individual Persuasiveness |
title_full | An Opinion Interactive Model Based on Individual Persuasiveness |
title_fullStr | An Opinion Interactive Model Based on Individual Persuasiveness |
title_full_unstemmed | An Opinion Interactive Model Based on Individual Persuasiveness |
title_short | An Opinion Interactive Model Based on Individual Persuasiveness |
title_sort | opinion interactive model based on individual persuasiveness |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4609810/ https://www.ncbi.nlm.nih.gov/pubmed/26508911 http://dx.doi.org/10.1155/2015/345160 |
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