NDLI: A novel network construction via nodes mergence approach

Content Provider	IEEE Xplore Digital Library
Author	Ruihan Zhang Letong Zhao Xianhan Zhang Yijing Li Xiaoyun Yu Nan Zhang Jinde Cao
Copyright Year	2015
Description	Author affiliation: Dept. of Math., Southeast Univ., Nanjing, China (Ruihan Zhang; Letong Zhao; Xianhan Zhang; Yijing Li; Xiaoyun Yu; Nan Zhang; Jinde Cao)
Abstract	In this paper, we start by reviewing two small-world networks. Next, we present a novel approach to construct a network based on the so-called nodes mergence in order to better describe special characteristics of nodes in a network. Analysis of what distribution and parameters to choose is discussed, through which we obtain the best strategy to build the network. Further more, coordinate expression of nodes' characteristics is proposed in convenience for depicting merged nodes in a way computer could recognize. By comparing several statistical indexes including the average path length, clustering coefficient, and connectivity distribution of the newly created network and actual social networks, we find it quite realistic. Lastly, we conduct error tolerance analysis, which demonstrates the network's structural robustness towards both random and target attacks extends up to a 40% fraction of all nodes.
Starting Page	1
Ending Page	6
File Size	1217503
Page Count	6
File Format	PDF
ISBN	9781479978625
DOI	10.1109/ASCC.2015.7244408
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-05-31
Publisher Place	Malaysia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computers Social Network Social network services Coordinate Expression Lattices Nodes Mergence Complex networks Robustness Erbium
Content Type	Text
Resource Type	Article

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