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 an 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.

Mostafa Salehi, Rajesh Sharma, Moreno Marzolla, Matteo Magnani, Payam Siyari, Danilo Montesi (2015). Spreading Processes in Multilayer Networks. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2(2), 65-83 [10.1109/TNSE.2015.2425961].

Spreading Processes in Multilayer Networks

SALEHI, MOSTAFA;SHARMA, RAJESH;MARZOLLA, MORENO;MAGNANI, MATTEO;MONTESI, DANILO
2015

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 an 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.
2015
Mostafa Salehi, Rajesh Sharma, Moreno Marzolla, Matteo Magnani, Payam Siyari, Danilo Montesi (2015). Spreading Processes in Multilayer Networks. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2(2), 65-83 [10.1109/TNSE.2015.2425961].
Mostafa Salehi; Rajesh Sharma; Moreno Marzolla; Matteo Magnani; Payam Siyari; Danilo Montesi
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/462369
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