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原文連結
論文資訊
- 類型：已發表論文
- 日期：2020
摘要
Despite the growing interest in characterizing the local geometry leading to the global topology of 網絡s, our understanding of the local structure of complex 網絡s, especially real-world 網絡s, is still incomplete. Here, we present a simple, elegant yet unexplored measure, ‘degree difference’ (DD) between vertices of an edge, to quantify the local 網絡 geometry. We show that DD can reveal structural properties that are not obtained from other such measures in 網絡 science. Typically, edges with different DD play different structural roles and the DD distribution is an important 網絡 signature. Notably, DD is the atomic root of assortativity. We provide an explanation why DD can characterize structural heterogeneity in mixing patterns unlike global assortativity and local node assortativity. By analyz
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