Information Diffusion on Complex Networks: A Novel Approach Based on Topic Modeling and Pretopology Theory

Information Diffusion on Complex Networks: A Novel Approach Based on Topic Modeling and Pretopology Theory

In this research, we exploit a novel approach for propagation processes on a network related to textual information by using topic modeling and pretopology theory. We first introduce the textual agent’s network in which each agent represents a node which contains specific properties, particularly th...

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Bibliographic Details
Main Authors: Thi Kim Thoa Ho, Quang Vu Bui, Marc Bui
Format: Article
Language:English
Published: World Scientific Publishing 2019-08-01
Series:Vietnam Journal of Computer Science
Subjects:
Complex network
information diffusion
independent cascade model
agent-based model
latent Dirichlet allocation
author–topic model
pretopology
stochastic pretopology
pretopological cascade model
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S2196888819500155

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http://www.worldscientific.com/doi/pdf/10.1142/S2196888819500155

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