Immunize the Public against Disinformation Campaigns: Developing a Framework for Analyzing the Macrosocial Effects of Prebunking Interventions

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dc.contributor.author Klapproth, Johanna
dc.contributor.author Unger, Said
dc.contributor.author Pohl, Janina
dc.contributor.author Boberg , Svenja
dc.contributor.author Grimme , Christian
dc.contributor.author Quandt, Thorsten
dc.date.accessioned 2022-12-27T19:03:59Z
dc.date.available 2022-12-27T19:03:59Z
dc.date.issued 2023-01-03
dc.description.abstract The rapid spread of disinformation through online environments challenges the development of suitable solution approaches. The scientific evaluation of various intervention strategies shows that until now, no magic bullet has been found that can overcome the problem in all relevant dimensions. Due to the effective impact at the individual level, research highlights the potential of prebunking interventions as a promising coping approach to achieve herd immunity to disinformation on a macrosocial level. Inside a detection system, prebunking interventions can curb the spread of disinformation campaigns early. The identification of turning points at which preventive intervention in (dis)information diffusion is necessary for implementation first requires an exploration of the effectiveness of the diffusion of prebunking interventions in social networks. We present a framework for analyzing the macrosocial effects and patterns of the effectiveness of prebunking interventions in the context of three different attack scenarios of stereotypical disinformation campaigns using agent-based modeling.
dc.format.extent 10
dc.identifier.doi 10.24251/HICSS.2023.298
dc.identifier.isbn 978-0-9981331-6-4
dc.identifier.uri https://hdl.handle.net/10125/102929
dc.language.iso eng
dc.relation.ispartof Proceedings of the 56th Hawaii International Conference on System Sciences
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject Mediated Conversation
dc.subject agent-based model
dc.subject disinformation campaigns
dc.subject framework
dc.subject intervention strategies
dc.subject prebunking
dc.title Immunize the Public against Disinformation Campaigns: Developing a Framework for Analyzing the Macrosocial Effects of Prebunking Interventions
dc.type.dcmi text
prism.startingpage 2411
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