基于量子叠加状态的谣言和反谣言传播模型的研究
Wenrong Zheng1, Yingping Sun1,2, Xu Zhang3
1Business School, Shandong Normal University, Jinan, 250014, China.
Scientific reports
|April 17, 2025
概括
这项研究介绍了一种基于量子叠加理论的新型谣言传播模型. 它分析个人的行为和信仰水平,以有效地预测和抑制在线谣言的传播.
科学领域:
- 计算社会科学 计算社会科学
- 信息科学 信息科学 信息科学
- 量子物理学 量子物理学 是一种量子物理学.
背景情况:
- 有效的谣言传播模式对于减轻错误信息至关重要.
- 了解传闻传播中的个人决策是复杂的.
- 在线谣言动态需要复杂的建模方法.
研究的目的:
- 用量子叠加理论开发一种新的谣言传播模型.
- 分析个体意识和行为对谣言传播的影响.
- 为了确定基本的复制数和分析模型稳定性.
主要方法:
- 量子叠加理论的应用,以建模个人传播决策.
- 基于意识和行为的时间变化的传播状态的分析.
- 对平衡点 (有或没有谣言) 的局部稳定性的数学分析.
- 对模型与现实世界的谣言传播模式进行实验验证.
主要成果:
- 该模型准确地描述了在线谣言传播的动态.
- 实验结果显示与观察到的小组谣言状态的变化很好地匹配.
- 确定了平均谣言信念水平和社会管理作为影响谣言规模的关键因素.
结论:
- 开发的基于量子的模型为理解谣言动态提供了一个强大的框架.
- 研究结果为旨在抑制谣言传播的策略提供理论支持.
- 突出了社会信仰和管理对错误信息传播的影响.
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