Construction and Influence Analysis of Co-Author Network Based on Network Science

You She Yang; Ming Fa Zheng; Qi Fang He; Tie Zhu Wang

doi:10.4028/www.scientific.net/AMM.618.569

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 618Construction and Influence Analysis of Co-Author...

Construction and Influence Analysis of Co-Author Network Based on Network Science

Abstract:

In this paper, we are devoted to the construction and analysis of research network. Firstly, on the basis of data Erdos1, a co-author network is built and two novel measures are proposed to analyze properties of the co-author network. A data extraction method using string matching technique is developed and the network is visualized using UCINET. Then, the first-order and second-order entropy are defined to depict the complexity of the network, and the node’s invalidity probability and load-bearing capacity are defined to depict the robustness of the network.

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Periodical:

Applied Mechanics and Materials (Volume 618)

Pages:

569-572

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.618.569

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Online since:

August 2014

Authors:

You She Yang, Ming Fa Zheng*, Qi Fang He, Tie Zhu Wang

Keywords:

Co-Author Network, Importance Degree, Network Construction, PageRank Algorithm

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