网络中的层次核心-外围结构
Austin Polanco1, M E J Newman1,2
1Department of Physics, University of Michigan, Ann Arbor, Michigan 48109, USA.
Physical review. E
|September 19, 2023
概括
本研究引入了一个灵活的网络模型来分析核心-外围结构,揭示了不同的网络类型和混合社区结构. 为网络分析提供了有效的方法.
科学领域:
- 网络科学 网络科学
- 计算社会科学 计算社会科学
背景情况:
- 核心-外围结构是网络分析的一个基本概念.
- 现有的模型往往难以捕捉网络架构的多样性.
- 了解这些结构对于各种领域至关重要,包括社会学和计算机科学.
研究的目的:
- 开发和应用一个灵活的网络模型来推断核心-外围结构.
- 在现实世界的网络中识别和区分各种类型的核心-外围组织.
- 探索混合结构,结合核心-外围和社区特征.
主要方法:
- 开发一个灵活的网络模型,容纳嵌套,层次和非嵌套结构.
- 实施一个高效的蒙特卡洛方案,用于模型与实证数据相匹配.
- 分析各种现实世界的网络数据集.
主要成果:
- 在传统的核心-外围 (密集的核心,稀疏的外围) 和替代结构 (强烈连接的核心) 之间观察到的经验区别.
- 网络表现出不同程度的适应这些不同的结构类型.
- 鉴定融合核心-外围和社区特征的混合结构,与类似社区的非重叠核心.
结论:
- 拟议的灵活网络模型有效地捕捉了多样化的核心-外围结构.
- 现实世界的网络显示了一系列核心-外围组织,包括新的混合形式.
- 该研究提供了用于网络结构分析的计算工具.
更多相关视频
09:49Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks
Published on: September 25, 2021
4.4K
09:01A Method for Investigating Age-related Differences in the Functional Connectivity of Cognitive Control Networks Associated with Dimensional Change Card Sort Performance
Published on: May 7, 2014
10.2K
相关概念视频
Levels of Organization
124.2K
Biological organization is the classification of biological structures, ranging from atoms at the bottom of the hierarchy to the Earth's biosphere. Each level of the hierarchy represents an increase in complexity that builds upon the previous level.
Molecules Are Composed of Atoms, and Biomolecules Are Assembled from Molecules:
The most basic levels include atoms, molecules, and biomolecules. Atoms, the smallest unit of ordinary matter, are composed of a nucleus and electrons. Molecules...
Molecules Are Composed of Atoms, and Biomolecules Are Assembled from Molecules:
The most basic levels include atoms, molecules, and biomolecules. Atoms, the smallest unit of ordinary matter, are composed of a nucleus and electrons. Molecules...
124.2K
Neuron Structure
223.4K
Overview
223.4K
Hierarchy of Motor Control
2.8K
The hierarchy of motor control refers to the different levels of organization and processing involved in controlling movement in the body. These levels range from higher cortical areas involved in planning and decision-making to lower spinal cord reflexes that respond automatically to external stimuli.
2.8K
Sequence Networks of Rotating Machines
123
A Y-connected synchronous generator, grounded through a neutral impedance, is designed to produce balanced internal phase voltages with only positive-sequence components. The generator's sequence networks include a source voltage that is exclusively in the positive-sequence network. The sequence components of line-to-ground voltages at the generator terminals illustrate this configuration.
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
123
Organization of the Nervous System
6.0K
The nervous system is one of the most complex systems in our body. It is organized into two main divisions: the central nervous system (CNS) and the peripheral nervous system (PNS).
The CNS, comprising the brain and spinal cord, houses billions of neurons. The brain is housed in the skull, while the spinal cord is linked to the brain through the foramen magnum of the occipital bone and is surrounded by the protective structure of the vertebral column. It is responsible for processing various...
The CNS, comprising the brain and spinal cord, houses billions of neurons. The brain is housed in the skull, while the spinal cord is linked to the brain through the foramen magnum of the occipital bone and is surrounded by the protective structure of the vertebral column. It is responsible for processing various...
6.0K
Network Function of a Circuit
317
Frequency response analysis in electrical circuits provides vital insights into a circuit's behavior as the frequency of the input signal changes. The transfer function, a mathematical tool, is instrumental in understanding this behavior. It defines the relationship between phasor output and input and comes in four types: voltage gain, current gain, transfer impedance, and transfer admittance. The critical components of the transfer function are the poles and zeros.
317
