Higher-Order Components Dictate Higher-Order Contagion Dynamics in Hypergraphs

被引:4
|
作者
Kim, Jung -Ho [1 ]
Goh, K. -, I [1 ,2 ]
机构
[1] Korea Univ, Dept Phys, Seoul 02841, South Korea
[2] Univ Calif Los Angeles, Dept Math, Los Angeles, CA 90095 USA
基金
新加坡国家研究基金会;
关键词
D O I
10.1103/PhysRevLett.132.087401
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The presence of the giant component is a necessary condition for the emergence of collective behavior in complex networked systems. Unlike networks, hypergraphs have an important native feature that components of hypergraphs might be of higher order, which could be defined in terms of the number of common nodes shared between hyperedges. Although the extensive higher-order component (HOC) could be witnessed ubiquitously in real-world hypergraphs, the role of the giant HOC in collective behavior on hypergraphs has yet to be elucidated. In this Letter, we demonstrate that the presence of the giant HOC fundamentally alters the outbreak patterns of higher-order contagion dynamics on real-world hypergraphs. Most crucially, the giant HOC is required for the higher-order contagion to invade globally from a single seed. We confirm it by using synthetic random hypergraphs containing adjustable and analytically calculable giant HOC.
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页数:6
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