Reformulating scale-free network via strong dependency
  • Kim, Tae Yoon
  • Park, Cheolyong
  • Ha, Jeongcheol
  • Hwang, Sun Young
  • Park, Inho
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초록

In this article, we study the mechanism of generating a scale-free network using strong dependency between nodes. It is found that dependency should be aided by two key factors, namely, the reduced structure of network connections and small zero inflation. Our finding provides key conditions bridging the gap between the two groups having different opinions on scale-free networks. These groups include a camp of network scientists that consider scale-free networks as ideal objects in the large-size limit and the others that consider them as concrete objects in the real world.

키워드

scale-free networkstrong dependencyzero-inflated Poisson modelreduced structure
제목
Reformulating scale-free network via strong dependency
저자
Kim, Tae YoonPark, CheolyongHa, JeongcheolHwang, Sun YoungPark, Inho
DOI
10.1093/comnet/cnac052
발행일
2022-12
유형
Article
저널명
Journal of Complex Networks
10
6