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圖書資訊學刊 CSSCIScopusTSSCI

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篇名 交互作用熵:量化雙層網絡交互作用的新測度
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 NetworkDuplex NetworkInteractive EntropyTSSCI
出刊日期 202012
DOI 10.6182/jlis.202012_18(2).031

中文摘要

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。

英文摘要

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.

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