信息和知识的传播动力学复杂的网络与独立的传播者
Yan Zhuang1,2, Weihua Li3,4,5,6,7,8, Yang Liu9
1School of Economics and Management, Beihang University, Beijing 100191, China.
Entropy (Basel, Switzerland)
|March 28, 2025
概括
独立传播者在复杂的网络中显著增强了信息传播,超出了传统的链接传染. 他们的积极性影响知识的传播,揭示了社会系统中更广泛的传播潜力.
科学领域:
- 复杂的系统复杂的系统.
- 网络科学 网络科学
- 信息的传播和传播.
背景情况:
- 信息传播在社会系统中至关重要,通常使用网络拓模型.
- 现有的研究主要集中在单一网络内的扩散上,忽视了外部相互作用.
研究的目的:
- 模拟信息传播动态,包括独立的传播者.
- 分析独立传播者对超越网络链接的传染过程的影响.
主要方法:
- 开发了一种易感-暴露-感染-恢复 (SEIR) 传染模型,具有独立的传播者.
- 在各种网络类型上为关键流行病值衍生数学表达式.
- 在小世界,无规模和现实世界的社交网络上进行模拟.
主要成果:
- 信息的传播可能比单独通过链接传染来解释的更广泛.
- 独立传播者的活力极大地影响了传播的范围和速度.
- 扩散的门取决于传染,暴露和恢复率,以及传播者活动.
结论:
- 独立传播者在信息和知识传播方面发挥着至关重要的作用.
- 了解传播者活动是预测和管理复杂网络中传播的关键.
- 这些发现对网络系统中的各种动态过程有影响.
相关概念视频
Diffusion
Diffusion is the passive movement of substances down their concentration gradients—requiring no expenditure of cellular energy. Substances, such as molecules or ions, diffuse from an area of high concentration to an area of low concentration in the cytosol or across membranes. Eventually, the concentration will even out, with the substance moving randomly but causing no net change in concentration. Such a state is called dynamic equilibrium, which is essential for maintaining overall...
Distribution and Dispersion
Ecology is the study of how organisms interact with their environment and with one another. An important aspect of ecology is understanding where species are found and how individuals are distributed within those areas. The geographic range of a species refers to the total area where its members are located, while dispersion describes the pattern of spacing of individuals within that range.Geographic Range and Dispersion PatternsWithin a species’ geographic range, individuals may be distributed...
Diffusion
Diffusion is a type of passive transport. In passive transport, a substance tends to move from an area of high concentration to an area of low concentration until the concentration is equal across the space. For example, take the diffusion of substances through the air. When someone opens a perfume bottle in a room filled with people, the perfume is at its highest concentration in the bottle and is at its lowest at the edges of the room. The perfume vapor will diffuse, or spread away, from the...
Passive Diffusion: Overview and Kinetics
Passive diffusion is a critical process that allows small lipophilic drugs to cross the cell membrane along a concentration gradient. This mechanism's efficiency depends on four primary factors: the membrane's surface area, the drug's lipid-water partition coefficient, the concentration gradient, and the membrane's thickness.
When administered orally, drugs establish a substantial concentration gradient between the gastrointestinal (GI) lumen and the bloodstream, expediting their diffusion into...
When administered orally, drugs establish a substantial concentration gradient between the gastrointestinal (GI) lumen and the bloodstream, expediting their diffusion into...
Steps in Outbreak Investigation
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
Infectious Diseases and Their Occurrence
Infectious diseases appear in populations through various transmission patterns, influenced by pathogen characteristics, population immunity, environmental conditions, and social behavior. Understanding these patterns is essential for effective public health surveillance and intervention. These categories—sporadic, outbreak, epidemic, pandemic, and endemic—help frame the nature and scope of disease events.Sporadic diseases occur irregularly and infrequently, without a predictable temporal or...


