Modeling user and topic interactions in social networks using Hawkes processes

We present in this paper a framework to model information diffusion in social networks based on linear multivariate Hawkes processes. Our model exploits the effective broadcasting times of information by users, which guarantees a more realistic view of the information diffusion process. The proposed...

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Bibliographic Details
Main Authors: Julio Cesar Louzada Pinto, Tijani Chahed
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2015-11-01
Series:EAI Endorsed Transactions on Cloud Systems
Subjects:
Online Access:https://eudl.eu/pdf/10.4108/icst.valuetools.2014.258186