Depolarization of echo chambers by random dynamical nudge

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作者
Christopher Brian Currin
Sebastián Vallejo Vera
Ali Khaledi-Nasab
机构
[1] University of Cape Town,Department of Human Biology, Faculty of Health Sciences
[2] University of Cape Town,Neuroscience Institute
[3] Institute of Science and Technology Austria,School of Social Science and Government
[4] Tecnologico de Monterrey,Ronin Institute
[5] Interdisciplinary Laboratory of Computational Social Science,undefined
[6] Stanford University,undefined
[7] Montclair,undefined
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摘要
In social networks, users often engage with like-minded peers. This selective exposure to opinions might result in echo chambers, i.e., political fragmentation and social polarization of user interactions. When echo chambers form, opinions have a bimodal distribution with two peaks on opposite sides. In certain issues, where either extreme positions contain a degree of misinformation, neutral consensus is preferable for promoting discourse. In this paper, we use an opinion dynamics model that naturally forms echo chambers in order to find a feedback mechanism that bridges these communities and leads to a neutral consensus. We introduce the random dynamical nudge (RDN), which presents each agent with input from a random selection of other agents’ opinions and does not require surveillance of every person’s opinions. Our computational results in two different models suggest that the RDN leads to a unimodal distribution of opinions centered around the neutral consensus. Furthermore, the RDN is effective both for preventing the formation of echo chambers and also for depolarizing existing echo chambers. Due to the simple and robust nature of the RDN, social media networks might be able to implement a version of this self-feedback mechanism, when appropriate, to prevent the segregation of online communities on complex social issues.
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