Rumour detection based on graph convolutional neural net

N Bai, F Meng, X Rui, Z Wang - IEEE Access, 2021 - ieeexplore.ieee.org
Rumor detection is an important research topic in social networks, and lots of rumor
detection models are proposed in recent years. For the rumor detection task, structural …

SPIR: The potential spreaders involved SIR model for information diffusion in social networks

X Rui, F Meng, Z Wang, G Yuan, C Du - Physica A: Statistical Mechanics …, 2018 - Elsevier
Abstract The Susceptible–Infective–Removed (SIR) model is one of the most widely used
models for the information diffusion research in social networks. Many researchers have …

[HTML][HTML] Social effects of topic propagation on Weibo

Y Li, H Cao, J Li, Y Tan, Z Meng - Journal of Management Science and …, 2022 - Elsevier
Weibo, China's largest microblogging platform, has become one of the key information-
sharing platforms in modern society. This study examines topic propagation in relation to …

A multi-task attention tree neural net for stance classification and rumor veracity detection

N Bai, F Meng, X Rui, Z Wang - Applied Intelligence, 2023 - Springer
Identifying public's stances to rumors and detecting rumors' veracity in each rumor
conversation are two closely related tasks for distinguishing fake news on social networks …

New centrality measure for nodes based on user social status and behavior on Facebook

S Forouzandeh, A Sheikhahmadi… - International Journal of …, 2018 - emerald.com
Purpose This paper aims to analyze the role of influential nodes on other users on Facebook
social media sites by social and behavioral characteristics of users. Hence, a new centrality …

Rumor detection based on a source-replies conversation tree convolutional neural net

N Bai, F Meng, X Rui, Z Wang - Computing, 2022 - Springer
Rumor detection is a hot research topic in social networks. It is challenging to
simultaneously extract content features and structural features from rumor conversations to …

[PDF][PDF] 在线社交网络信息传播研究综述

胡长军, 许文文, 胡颖, 方明哲, 刘峰 - 电子与信息学报, 2017 - edit.jeit.ac.cn
在线社交网络已经成为当今社会信息传播的重要载体, 形成了与现实世界交互影响的虚拟社会.
大量的研究工作都致力于理解在线社交网络中的信息传播, 包括流行度预测, 传播建模 …

A stochastic attention CNN model for rumor stance classification

N Bai, Z Wang, F Meng - IEEE Access, 2020 - ieeexplore.ieee.org
Rumor stance classification is a task for identifying different stances about specific social
media posts, and it is considered as an important step to prevent rumors from spreading …

Dynamic Mechanism of Destination Brand Diffusion: Agent-Based Modeling and Simulation

L Deng, J Tan, D He, H Zhao, Z Wang - Systems, 2024 - mdpi.com
In recent years, social media has emerged as an important channel for the dissemination of
destination branding. Despite the fact that the dissemination of information through social …

A fixed point analysis of multiple information coevolution spreading on social networks

H Sun, Y Ren, H Zhao, G Ma, Y Duan, L Liu, Z Wang… - Information …, 2023 - Elsevier
As a large, multiplicative, and diverse system, online social network allows people to study,
share, collaborate, and spread rumors, which leads to the formation of online multiple …