Cargando…
Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model
In the field of opinion dynamics, the hiding of opinions is routinely modeled as staying silent. However, staying silent is not always feasible. In situations where opinions are indirectly expressed by one’s observable actions, people may however try to hide their opinions via a more complex and int...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Routledge
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9487867/ https://www.ncbi.nlm.nih.gov/pubmed/36157027 http://dx.doi.org/10.1080/0022250X.2021.1929968 |
_version_ | 1784792535959339008 |
---|---|
author | Tang, Tanzhe Ghorbani, Amineh Chorus, Caspar G. |
author_facet | Tang, Tanzhe Ghorbani, Amineh Chorus, Caspar G. |
author_sort | Tang, Tanzhe |
collection | PubMed |
description | In the field of opinion dynamics, the hiding of opinions is routinely modeled as staying silent. However, staying silent is not always feasible. In situations where opinions are indirectly expressed by one’s observable actions, people may however try to hide their opinions via a more complex and intelligent strategy called obfuscation, which minimizes the information disclosed to others. This study proposes a formal opinion dynamics model to study the hitherto unexplored effect of obfuscation on public opinion formation based on the recently developed Action-Opinion Inference Model. For illustration purposes, we use our model to simulate two cases with different levels of complexity, highlighting that the effect of obfuscation largely depends on the subtle relations between actions and opinions. |
format | Online Article Text |
id | pubmed-9487867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Routledge |
record_format | MEDLINE/PubMed |
spelling | pubmed-94878672022-09-21 Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model Tang, Tanzhe Ghorbani, Amineh Chorus, Caspar G. J Math Sociol Research Article In the field of opinion dynamics, the hiding of opinions is routinely modeled as staying silent. However, staying silent is not always feasible. In situations where opinions are indirectly expressed by one’s observable actions, people may however try to hide their opinions via a more complex and intelligent strategy called obfuscation, which minimizes the information disclosed to others. This study proposes a formal opinion dynamics model to study the hitherto unexplored effect of obfuscation on public opinion formation based on the recently developed Action-Opinion Inference Model. For illustration purposes, we use our model to simulate two cases with different levels of complexity, highlighting that the effect of obfuscation largely depends on the subtle relations between actions and opinions. Routledge 2021-08-17 /pmc/articles/PMC9487867/ /pubmed/36157027 http://dx.doi.org/10.1080/0022250X.2021.1929968 Text en © 2021 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way. |
spellingShingle | Research Article Tang, Tanzhe Ghorbani, Amineh Chorus, Caspar G. Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
title | Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
title_full | Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
title_fullStr | Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
title_full_unstemmed | Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
title_short | Hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
title_sort | hiding opinions by minimizing disclosed information: an obfuscation-based opinion dynamics model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9487867/ https://www.ncbi.nlm.nih.gov/pubmed/36157027 http://dx.doi.org/10.1080/0022250X.2021.1929968 |
work_keys_str_mv | AT tangtanzhe hidingopinionsbyminimizingdisclosedinformationanobfuscationbasedopiniondynamicsmodel AT ghorbaniamineh hidingopinionsbyminimizingdisclosedinformationanobfuscationbasedopiniondynamicsmodel AT choruscasparg hidingopinionsbyminimizingdisclosedinformationanobfuscationbasedopiniondynamicsmodel |