篇名 | 交互作用熵:量化雙層網絡交互作用的新測度 |
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卷期 | 18:2 |
並列篇名 | Quantifying Interactions between Layers in Duplex Networks Using Interactive Entropy |
作者 | 張家榕 、 葉鷹 |
頁次 | 031-041 |
關鍵字 | 多層網絡 、 雙層網絡 、 交互作用熵 、 Multiplex Network 、 Duplex Network 、 Interactive Entropy 、 TSSCI |
出刊日期 | 202012 |
DOI | 10.6182/jlis.202012_18(2).031 |
多層網絡因其能夠很好地描述現實世界中的各種關係而廣受關注,而雙層網絡是多層網絡的特殊形式。本研究的目的在於引入一種新的基於熵的針對多層網絡,特別是雙層網絡的測度。這種新的測度指標基於資訊論中的關鍵概念——資訊熵,稱作交互作用熵,可應用於各種類型的多層網絡以量化其中雙層之間的差異。
The multiplex network has attracted wide attention because it can better describe the various relationships in the real world, and the duplex network is a special two-layer form of it. The purpose of this research focuses on introducing new entropy-based measures for multiplex network, especially duplex network. The new measure called Interactive entropy in duplex network (IE) is based on information entropy, a key concept of information theory. It can be applied to various types of multiplex networks to quantify the differences between the layers of inside duplex network.