在时间组网络中对公众论信息传播动态进行建模和模拟
Jiakun Wang1, Linru Mu2, Liu Chun3
1College of Economics and Management, Shandong University of Science and Technology, Qingdao, 266500, China. shandongwjk@163.com.
Scientific reports
|November 15, 2024
概括
与静态社交网络相比,在动态社交网络中,公众论的传播方式不同. 了解这些传播动态是有效的网络空间治理和网络科学发展的关键.
科学领域:
- 网络科学 网络科学
- 计算社会科学 计算社会科学
- 信息科学 信息科学 信息科学
背景情况:
- 社交平台在新媒体环境中的扩散,为公众论宣传创造了复杂的道.
- 在时间组网络中建模公众论动态对于理解传播法律和改善网络空间治理至关重要.
研究的目的:
- 通过将网络拓变化与传播规则相结合,开发一种在时间组网络中传播公众意见的模型.
- 在静态和时间组网络中分析公众论的传播值和特征.
主要方法:
- 分析群组网络拓变化和公众论传播规则.
- 为时间组网络开发一个合扩散模型.
- 对于静态和时间网络的扩散值的推导.
- 模拟实验用于调查传播特征和参数影响.
主要成果:
- 公众论宣传显示了静态和时间组网络之间的相似之处和差异.
- 时间网络比静态网络对无知的行为更敏感.
- 群体和网民活动概率都会影响传播,而网民活动的影响更大.
结论:
- 该研究提供了对不断变化的网络结构中的论动态的洞察.
- 研究结果支持制定管理在线信息生态系统和国家治理系统的战略.
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