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- W2890436397 abstract "The viral spread of digital misinformation has become so severe that the World Economic Forum considers it among the main threats to human society. This spread have been suggested to be related to the similarly problematized phenomenon of “echo chambers”, but the causal nature of this relationship has proven difficult to disentangle due to the connected nature of social media, whose causality is characterized by complexity, non-linearity and emergence. This paper uses a network simulation model to study a possible relationship between echo chambers and the viral spread of misinformation. It finds an “echo chamber effect”: the presence of an opinion and network polarized cluster of nodes in a network contributes to the diffusion of complex contagions, and there is a synergetic effect between opinion and network polarization on the virality of misinformation. The echo chambers effect likely comes from that they form the initial bandwagon for diffusion. These findings have implication for the study of the media logic of new social media." @default.
- W2890436397 created "2018-09-27" @default.
- W2890436397 creator A5047808749 @default.
- W2890436397 date "2018-09-20" @default.
- W2890436397 modified "2023-10-14" @default.
- W2890436397 title "Echo chambers and viral misinformation: Modeling fake news as complex contagion" @default.
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- W2890436397 doi "https://doi.org/10.1371/journal.pone.0203958" @default.
- W2890436397 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6147442" @default.
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