A rejoinder model for the population dynamics of the spread of two interacting pieces of information

IF 0.9 Q2 MATHEMATICS Afrika Matematika Pub Date : 2023-11-24 DOI:10.1007/s13370-023-01134-9
Emmanuel Jesuyon Dansu, Hiromi Seno
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Abstract

Information warfare requires more attention as competing interests get escalated by the spread of information on various Internet-based social media platforms in recent times. In this work, we construct and analyze a mathematical model with a system of ordinary differential equations to consider how two interacting pieces of information, where the first one is incomplete and misleading while the second one is corrective of the first, evolve with time in an online population. The counter and correctional information is the rejoinder. Human psychological and sociological attributes like disbelief in the rejoinder and increased tendency to keep spreading the misleading information even after knowing the correct one are factored into our model. We find that in correcting a misleading piece of information that is already spreading within a population, the rejoinder has to be released early enough within a certain time range. The findings can help us appreciate the impact of misinformation on the society and promote information literacy at optimal cost.

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两个相互作用的信息块传播的种群动态响应模型
近年来,各种基于互联网的社交媒体平台上的信息传播加剧了利益竞争,信息战需要更多的关注。在这项工作中,我们构建并分析了一个常微分方程系统的数学模型,以考虑两个相互作用的信息片段如何在在线人群中随着时间的推移而演变,其中第一个信息不完整且具有误导性,而第二个信息是对第一个信息的纠正。反驳和纠正信息是反驳。我们的模型考虑了人类的心理和社会学属性,比如不相信反驳,以及即使知道正确的信息,也越来越倾向于继续传播误导性信息。我们发现,在纠正已经在人群中传播的误导性信息时,必须在一定的时间范围内尽早发布反驳意见。研究结果可以帮助我们了解错误信息对社会的影响,并以最优的成本提高信息素养。
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来源期刊
Afrika Matematika
Afrika Matematika MATHEMATICS-
CiteScore
2.00
自引率
9.10%
发文量
96
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