Mining Important Nodes in Directed Weighted Complex Networks
Joint Authors
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-03-30
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
In complex networks, mining important nodes has been a matter of concern by scholars.
In recent years, scholars have focused on mining important nodes in undirected unweighted complex networks.
But most of the methods are not applicable to directed weighted complex networks.
Therefore, this paper proposes a Two-Way-PageRank method based on PageRank for further discussion of mining important nodes in directed weighted complex networks.
We have mainly considered the frequency of contact between nodes and the length of time of contact between nodes.
We have considered the source of the nodes (in-degree) and the whereabouts of the nodes (out-degree) simultaneously.
We have given node important performance indicators.
Through numerical examples, we analyze the impact of variation of some parameters on node important performance indicators.
Finally, the paper has verified the accuracy and validity of the method through empirical network data.
American Psychological Association (APA)
Yang, Yunyun& Xie, Gang& Xie, Jun. 2017. Mining Important Nodes in Directed Weighted Complex Networks. Discrete Dynamics in Nature and Society،Vol. 2017, no. 2017, pp.1-7.
https://search.emarefa.net/detail/BIM-1152026
Modern Language Association (MLA)
Yang, Yunyun…[et al.]. Mining Important Nodes in Directed Weighted Complex Networks. Discrete Dynamics in Nature and Society No. 2017 (2017), pp.1-7.
https://search.emarefa.net/detail/BIM-1152026
American Medical Association (AMA)
Yang, Yunyun& Xie, Gang& Xie, Jun. Mining Important Nodes in Directed Weighted Complex Networks. Discrete Dynamics in Nature and Society. 2017. Vol. 2017, no. 2017, pp.1-7.
https://search.emarefa.net/detail/BIM-1152026
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1152026