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基于社会燃烧理论的网络论传播的建模,在突然的社会热点事件下进行
Tinggui Chen1,2, Tiantian Wu1, Jianjun Yang3
1School of Statistics and Mathematics, Zhejiang Gongshang University, Hangzhou, China.
PloS one
|November 6, 2024
概括
这项研究引入了一种新的模型来了解在线论的传播,强调个人特征和外部因素如何影响其速度和规模. 政府的信誉和信息透明度是管理公共话语的关键.
科学领域:
- 社会科学 社会科学 社会科学
- 计算社会科学 计算社会科学
- 网络科学 网络科学
背景情况:
- 在互联网时代的社会事件中,信息的快速传播需要了解论动态.
- 群体行为可以很容易被突然的在线事件触发,强调研究论传播的必要性.
- 现有的模型可能无法完全捕捉在线话语中个体特征和外部环境因素之间的相互作用.
研究的目的:
- 建立一个基于社会燃烧理论的论传播的新型模型.
- 调查个人特征 (例如,自我意识) 和外部因素 (例如,周围影响) 对在线公众论的影响.
- 分析影响论传播的速度,消散和规模的因素.
主要方法:
- 开发离散燃烧不燃烧稳定 (DBUS) 模型,从自然燃烧中提取类比.
- 整合个人属性,如自我意识和合规性.
- 包括外部环境因素,如网络结构和周围的个人影响.
- 模拟实验用于测试模型的预测.
主要成果:
- 公众论的传播速度和消散受到认知能力,符合性和网络结构的影响.
- 政府的可信度,媒体的可信度和信息透明度是公众论规模的关键决定因素.
- 该DBUS模型为分析在线论现象提供了经过验证的框架.
结论:
- DBUS模型提供了一种全面的方法来了解在线公众论,整合个人和环境因素.
- 有效管理论取决于诸如认知能力,社会一致性,网络动态和机构信誉等因素.
- 该研究强调了透明度和信任的重要性,以减轻快速传播信息的负面影响.
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