Stocks Network Analysis Based on Visualization

Wang Sen Lan; Guo Hao Zhao; Li Jun Hou

doi:10.4028/www.scientific.net/AMM.50-51.323

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 50-51Stocks Network Analysis Based on Visualization

Stocks Network Analysis Based on Visualization

Abstract:

In order to explore interactions among stocks, a weighted complex network was modeled, whose nodes were stocks, connection between nodes was established by their correlation, and the weight on corresponding edge was their correlation coefficient. The article analyzed some influence behaves among stocks by using visualization method, and gave some algorithms to find out network maximum spanning tree and core network. The result shows that the network is scale-free, nodes coupling are of homology, and some nodes are of strong influence on others.

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Periodical:

Applied Mechanics and Materials (Volumes 50-51)

Pages:

323-327

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.50-51.323

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Online since:

February 2011

Authors:

Wang Sen Lan, Guo Hao Zhao, Li Jun Hou

Keywords:

Complex Network, Correlation, Stocks, Visualization

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References

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