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Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation
In recent years social media platforms have experienced increasing attention of researchers due to their capabilities of providing information and spreading opinions of individuals, thus establishing a new environment for opinion formation on a societal level. To gain a better understanding of the o...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7347410/ http://dx.doi.org/10.1007/978-3-030-49907-5_2 |
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author | Halbach, Patrick Burbach, Laura Belavadi, Poornima Nakayama, Johannes Plettenberg, Nils Ziefle, Martina Calero Valdez, André |
author_facet | Halbach, Patrick Burbach, Laura Belavadi, Poornima Nakayama, Johannes Plettenberg, Nils Ziefle, Martina Calero Valdez, André |
author_sort | Halbach, Patrick |
collection | PubMed |
description | In recent years social media platforms have experienced increasing attention of researchers due to their capabilities of providing information and spreading opinions of individuals, thus establishing a new environment for opinion formation on a societal level. To gain a better understanding of the occurring opinion dynamics, the interactions between the users and the content that has been shared in those environments has to be investigated. With our work, we want to shed light on the part played by the underlying network structure as information spread relies directly on it and every user of social media is affected by it. Therefore, we analyzed the role of network properties and dealing with friendships in such networks using an agent-based model. Our results reveal the capability of such models for investigating the influence of these factors on opinion dynamics and encourage further investigation in this field of research. |
format | Online Article Text |
id | pubmed-7347410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73474102020-07-10 Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation Halbach, Patrick Burbach, Laura Belavadi, Poornima Nakayama, Johannes Plettenberg, Nils Ziefle, Martina Calero Valdez, André Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Human Communication, Organization and Work Article In recent years social media platforms have experienced increasing attention of researchers due to their capabilities of providing information and spreading opinions of individuals, thus establishing a new environment for opinion formation on a societal level. To gain a better understanding of the occurring opinion dynamics, the interactions between the users and the content that has been shared in those environments has to be investigated. With our work, we want to shed light on the part played by the underlying network structure as information spread relies directly on it and every user of social media is affected by it. Therefore, we analyzed the role of network properties and dealing with friendships in such networks using an agent-based model. Our results reveal the capability of such models for investigating the influence of these factors on opinion dynamics and encourage further investigation in this field of research. 2020-05-12 /pmc/articles/PMC7347410/ http://dx.doi.org/10.1007/978-3-030-49907-5_2 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Halbach, Patrick Burbach, Laura Belavadi, Poornima Nakayama, Johannes Plettenberg, Nils Ziefle, Martina Calero Valdez, André Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation |
title | Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation |
title_full | Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation |
title_fullStr | Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation |
title_full_unstemmed | Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation |
title_short | Investigating Key Factors for Social Network Evolution and Opinion Dynamics in an Agent-Based Simulation |
title_sort | investigating key factors for social network evolution and opinion dynamics in an agent-based simulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7347410/ http://dx.doi.org/10.1007/978-3-030-49907-5_2 |
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