Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Halbach, Patrick, Burbach, Laura, Belavadi, Poornima, Nakayama, Johannes, Plettenberg, Nils, Ziefle, Martina, Calero Valdez, André
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
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
_version_ 1783556586871980032
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
work_keys_str_mv AT halbachpatrick investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation
AT burbachlaura investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation
AT belavadipoornima investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation
AT nakayamajohannes investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation
AT plettenbergnils investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation
AT zieflemartina investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation
AT calerovaldezandre investigatingkeyfactorsforsocialnetworkevolutionandopiniondynamicsinanagentbasedsimulation