DocumentCode
39812
Title
Spreading Processes in Multilayer Networks
Author
Salehi, Mostafa ; Sharma, Rajesh ; Marzolla, Moreno ; Magnani, Matteo ; Siyari, Payam ; Montesi, Danilo
Author_Institution
Univ. of Bologna, Bologna, Italy
Volume
2
Issue
2
fYear
2015
fDate
April-June 1 2015
Firstpage
65
Lastpage
83
Abstract
Several systems can be modeled as sets of interconnected networks or networks with multiple types of connections, here generally called multilayer networks. Spreading processes such as information propagation among users of online social networks, or the diffusion of pathogens among individuals through their contact network, are fundamental phenomena occurring in these networks. However, while information diffusion in single networks has received considerable attention from various disciplines for over a decade, spreading processes in multilayer networks is still a young research area presenting many challenging research issues. In this paper, we review the main models, results and applications of multilayer spreading processes and discuss some promising research directions.
Keywords
information dissemination; information networks; contact network; information diffusion; information propagation; interconnected networks; multilayer networks; multilayer spreading processes; online social networks; pathogens; Analytical models; Communities; Electronic mail; Multiplexing; Nonhomogeneous media; Pathogens; Social network services; Information diffusion; Interconnected; Multilayer network; Multiplex; Spreading processes; information diffusion; interconnected; multiplex; spreading processes;
fLanguage
English
Journal_Title
Network Science and Engineering, IEEE Transactions on
Publisher
ieee
ISSN
2327-4697
Type
jour
DOI
10.1109/TNSE.2015.2425961
Filename
7093190
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