用于在"街道"传播谣言的反应-扩散模型的数值调查
1School of Economics and Management, Huainan Normal University, Huainan, China.
PloS one
|February 20, 2026
概括
这项研究使用反应-扩散方法来模拟谣言传播动态. 这项研究调查了个人在信息传播中如何在无知,传播和制状态之间过渡.
科学领域:
- 数学建模的数学建模
- 信息动力学信息动力学
- 复杂的系统复杂的系统.
背景情况:
- 谣言传播是一个复杂的现象,具有重大社会影响.
- 了解信息传播的动态在各个领域至关重要.
- 现有的模型可能无法完全捕捉谣言传播中个别国家的细微差别.
研究的目的:
- 为传闻传播提出一种新的反应-扩散模型.
- 分析无知,扩散和杀人口的演变.
- 调查关键模型参数对谣言动态的影响.
主要方法:
- 一个反应-扩散数学模型的开发.
- 在一个一维的"街头"环境中模拟传闻的传播.
- 分析传播速率,衰变速率和自我扩散系数的影响.
主要成果:
- 该模型成功模拟了无知,传播者和杀者群体之间的相互作用.
- 数字模拟揭示了不同系数对传播模式的影响.
- 该研究量化了参数如何影响谣言的传播和衰落.
结论:
- 拟议的反应扩散模型为理解谣言动态提供了一个框架.
- 模型参数为控制或预测信息传播提供了洞察力.
- 调查结果对金融市场,通信网络和疾病传播有影响.
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