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Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect
The evolution of opinions is a complex mechanism. The evolution of individual opinions is not only influenced by own and others but also by psychological effects. Therefore, based on the classical bounded confidence model and the sleeper effect, a new opinion evolution model is proposed in this pape...
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/PMC9256380/ https://www.ncbi.nlm.nih.gov/pubmed/35800707 http://dx.doi.org/10.1155/2022/2092757 |
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author | Wei, Jing Jia, Yuguang Zhu, Hengmin Hong, Xiaojuan Huang, Weidong |
author_facet | Wei, Jing Jia, Yuguang Zhu, Hengmin Hong, Xiaojuan Huang, Weidong |
author_sort | Wei, Jing |
collection | PubMed |
description | The evolution of opinions is a complex mechanism. The evolution of individual opinions is not only influenced by own and others but also by psychological effects. Therefore, based on the classical bounded confidence model and the sleeper effect, a new opinion evolution model is proposed in this paper. In this new opinion evolution model, we increase the opinions on every step and take into account the “discount opinions.” Since mental states for human are not easy to measure, we assumed three different initial networks and carried out simulation experiments. To verify the rationality on our model, we compared the effects with and without the sleeper effect, different thresholds, and discounting opinion ratio on opinion aggregation and convergence. Finally, we found the sleeper effect can differently affect the convergence of opinions in different opinion environments. |
format | Online Article Text |
id | pubmed-9256380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-92563802022-07-06 Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect Wei, Jing Jia, Yuguang Zhu, Hengmin Hong, Xiaojuan Huang, Weidong Comput Intell Neurosci Research Article The evolution of opinions is a complex mechanism. The evolution of individual opinions is not only influenced by own and others but also by psychological effects. Therefore, based on the classical bounded confidence model and the sleeper effect, a new opinion evolution model is proposed in this paper. In this new opinion evolution model, we increase the opinions on every step and take into account the “discount opinions.” Since mental states for human are not easy to measure, we assumed three different initial networks and carried out simulation experiments. To verify the rationality on our model, we compared the effects with and without the sleeper effect, different thresholds, and discounting opinion ratio on opinion aggregation and convergence. Finally, we found the sleeper effect can differently affect the convergence of opinions in different opinion environments. Hindawi 2022-06-28 /pmc/articles/PMC9256380/ /pubmed/35800707 http://dx.doi.org/10.1155/2022/2092757 Text en Copyright © 2022 Jing Wei 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 Wei, Jing Jia, Yuguang Zhu, Hengmin Hong, Xiaojuan Huang, Weidong Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect |
title | Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect |
title_full | Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect |
title_fullStr | Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect |
title_full_unstemmed | Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect |
title_short | Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect |
title_sort | opinion dynamics model with bounded confidence and the sleeper effect |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256380/ https://www.ncbi.nlm.nih.gov/pubmed/35800707 http://dx.doi.org/10.1155/2022/2092757 |
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