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
Link To Document :
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