Information Spreading on Weighted Multiplex Social Network
Joint Authors
Tian, Hui
Zhu, Xuzhen
Ma, Jinming
Su, Xin
Wang, Wei
Cai, Shimin
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-11-11
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Information spreading on multiplex networks has been investigated widely.
For multiplex networks, the relations of each layer possess different extents of intimacy, which can be described as weighted multiplex networks.
Nevertheless, the effect of weighted multiplex network structures on information spreading has not been analyzed comprehensively.
We herein propose an information spreading model on a weighted multiplex network.
Then, we develop an edge-weight-based compartmental theory to describe the spreading dynamics.
We discover that under any adoption threshold of two subnetworks, reducing weight distribution heterogeneity does not alter the growth pattern of the final adoption size versus information transmission probability while accelerating information spreading.
For fixed weight distribution, the growth pattern changes with the heterogeneous of degree distribution.
There is a critical initial seed size, below which no global information outbreak can occur.
Extensive numerical simulations affirm that the theoretical predictions agree well with the numerical results.
American Psychological Association (APA)
Zhu, Xuzhen& Ma, Jinming& Su, Xin& Tian, Hui& Wang, Wei& Cai, Shimin. 2019. Information Spreading on Weighted Multiplex Social Network. Complexity،Vol. 2019, no. 2019, pp.1-15.
https://search.emarefa.net/detail/BIM-1132267
Modern Language Association (MLA)
Zhu, Xuzhen…[et al.]. Information Spreading on Weighted Multiplex Social Network. Complexity No. 2019 (2019), pp.1-15.
https://search.emarefa.net/detail/BIM-1132267
American Medical Association (AMA)
Zhu, Xuzhen& Ma, Jinming& Su, Xin& Tian, Hui& Wang, Wei& Cai, Shimin. Information Spreading on Weighted Multiplex Social Network. Complexity. 2019. Vol. 2019, no. 2019, pp.1-15.
https://search.emarefa.net/detail/BIM-1132267
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132267