在基于间接公用事业的社会偏好发展的网络中,相互增长机制的出现
Jong-Hyeok Lee1, Ken-Ichiro Ogawa2
1Department of Computer Science, Tokyo Institute of Technology, Yokohama, Kanagawa, 226-8502, Japan. mons1220@gmail.com.
Scientific reports
|December 8, 2023
概括
这项研究引入了网络增长的新模型,表明考虑间接连接会导致层次结构和整体效用增加. 这种机制在现实世界的社交网络中被观察到.
科学领域:
- 网络科学 网络科学
- 复杂的系统复杂的系统.
- 数学建模的数学建模
背景情况:
- 优先附加是复杂网络演变中的关键机制.
- 间接资源传播对网络增长的影响仍未得到充分研究.
研究的目的:
- 提出和分析网络演变的数学模型,包括间接效用.
- 调查基于间接公用事业的优先附加如何塑造网络结构和功能.
主要方法:
- 开发了一个演变网络的数学模型,考虑直接和间接连接的实用函数.
- 分析了通过有间接效益的优先附加形成的网络结构.
- 检查了现实世界的网络,特别是社交网络,以证明拟议的增长机制.
主要成果:
- 涉及间接实用性的优先附加导致融合的,分层的网络结构.
- 这种机制显著增加了整个网络的间接公用事业.
- 在间接和直接链接之间发现了1.5的扩展指数,表明相邻节点之间的相互增长.
结论:
- 该研究表明,由偏好间接实用性驱动的不断发展的网络中存在一种新的增长机制.
- 这一发现为了解间接实用在大规模社交网络演变中的作用提供了基础.
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