MM-SIS: Model for multiple information spreading in multiplex network

Yunpeng Xiao, Li Zhang, Qian Li and Ling Liu

Physica A: Statistical Mechanics and its Applications, 2019, vol. 513, issue C, 135-146

Abstract: In social networks, relationships between information are complexly intertwined. However, prior research mainly focuses on studying the independent information in an isolated network, ignoring two factors: the interaction between different information and the diversity of propagation paths. In view of the above problems, this paper proposes the MM-SIS(Multiple information and Multiplex network-SIS)model to explore the detailed processes and characteristics of multiple information in multiplex networks. At the same time, the concept of influence factor is introduced to describe the complex interaction between different information. Moreover, we use the Microscopic Markov Chain method to set dynamic equations, theoretically analyze the epidemic threshold and verify its correctness through experiments. In general, this paper mainly explores the effects of influence factor and the interrelation of network layers on information spreading process. The experimental results show that the above mentioned two factors have obvious impacts on the information outbreak scale and the epidemic threshold.

Keywords: Information diffusion; Multiplex network; Multiple information; Markov chain method; SIS model (search for similar items in EconPapers)
Date: 2019
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (6)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:513:y:2019:i:c:p:135-146

DOI: 10.1016/j.physa.2018.08.169

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