关于社会超级网络的分形信息传播和集群的演变.
Li Luo1, Fuzhong Nian1, Yuanlin Cui1
1School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China.
Chaos (Woodbury, N.Y.)
|September 19, 2024
概括
使用模拟群体相互作用的更高阶网络,可以更好地理解复杂系统. 具有重叠结构的关键群体显著影响信息传播和网络演变.
科学领域:
- 复杂系统分析 复杂系统分析
- 网络科学 网络科学
- 社交网络分析分析
背景情况:
- 经典网络在建模复杂系统方面存在局限性,原因是它们无法捕获更高阶交互.
- 高级网络为群体相互作用提供了增强的建模能力,有助于理解和预测网络动态.
研究的目的:
- 构建一个包含集体结构的社会超级网络,并分析社区的重叠.
- 定义群体认知差异和可信度等指标,研究信息传播和网络演变.
主要方法:
- 通过分析社区重叠结构和代关系,构建了一个社会超级网络.
- 定义并利用了群体认知差异,群体信誉,群体凝聚力指数和超边缘强度.
- 在超级网络中分析了信息传播和网络演变之间的关系.
主要成果:
- 群体可以通过信息传播来改变连接的网络,用户形成高度连接的群体.
- 具有高集群系数的传播网络促进了碎形信息的传播,推动了碎形群的进化.
- 在"关键组"内部的重叠结构在组网络传播中发挥着重要作用.
结论:
- 高级网络分析提供了对复杂系统和社交网络动态的更全面的理解.
- 群体行为和重叠结构是信息传播和网络演变的关键因素.
- 这项研究强调了社交网络中群体形成和碎形演化的新兴特性.
更多相关视频
12:15Image Processing Protocol for the Analysis of the Diffusion and Cluster Size of Membrane Receptors by Fluorescence Microscopy
Published on: April 9, 2019
8.7K
08:36Dynamic Inter-subject Functional Connectivity Reveals Moment-to-Moment Brain Network Configurations Driven by Continuous or Communication Paradigms
Published on: March 21, 2019
7.2K
相关概念视频
Relationship Formation
39.9K
What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
39.9K
Distribution and Dispersion
21.6K
To understand intra-specific interactions in populations, scientists measure the spatial arrangement of species individuals. This geographic arrangement is known as the species distribution or dispersion. Highly territorial species exhibit a uniform distribution pattern, in which individuals are spaced at relatively equal distances from one another. Species that are highly tied to particular resources, such as food or shelter, tend to concentrate around those resources, and thus exhibit a...
21.6K
Cluster Sampling Method
11.8K
Appropriate sampling methods ensure that samples are drawn without bias and accurately represent the population. Because measuring the entire population in a study is not practical, researchers use samples to represent the population of interest.
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
11.8K
Group Polarization
34.2K
Group polarization is the strengthening of an original group attitude following the discussion of views within a group (Teger & Pruitt, 1967). That is, if a group initially favors a viewpoint, after discussion the group consensus is likely a stronger endorsement of the viewpoint. Conversely, if the group was initially opposed to a viewpoint, group discussion would likely lead to stronger opposition.
34.2K
Secondary Distribution
82
Secondary distribution systems provide electrical energy at the utilization voltage levels from distribution transformers to customer meters. Typical secondary voltages in the United States include 120/240 V for residential use, 208Y/120 V for residential and commercial use, and 480Y/277 V for industrial and high-rise commercial use.
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
In residential areas, 120/240 V single-phase, three-wire service is commonly used for lighting, outlets, and large appliances. Urban areas with high-density loads...
82
Mutation, Gene Flow, and Genetic Drift
58.2K
In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).
58.2K
