题名

Quantifying Interactions between Layers in Duplex Networks Using Interactive Entropy

并列篇名

交互作用熵：量化雙層網絡交互作用的新測度

DOI

10.6182/jlis.202012_18(2).031

作者

張家榕(Ronda J. Zhang)；葉鷹(Fred Y. Ye)

关键词

Multiplex Network ； Duplex Network ； Interactive Entropy ； 多層網絡 ； 雙層網絡 ； 交互作用熵

期刊名称

圖書資訊學刊

卷期/出版年月

18卷2期（2020 / 12 / 01）

页次

31 - 41

内容语文

英文
中文摘要

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.
英文摘要

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。
主题分类 人文學 > 圖書資訊學
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