Results 91 to 100 of about 1,123 (190)

A Social Activity-Based Control Model for Rumor Propagation

In this paper, we introduce the concept of “social activity” to describe individual behavior on social networks, acknowledging its potential impact on rumor propagation within complex networks.
Y Wu (808222), Z Fan (557188), Luxing Yang (13100826), K Cheng (13323435), C Gan (7733702), Q Zhu (4701358)   +5 more
core  

A Mathematical Optimization Model Designed to Determine the Optimal Timing of Online Rumor Intervention Based on Uncertainty Theory

Mathematics
The multifaceted nature of online rumors poses challenges to their identification and control. Current approaches to online rumor governance are evolving from fragmented management to collaborative efforts, emphasizing the proactive management of rumor ...
Meiling Jin, Fengming Liu, Yufu Ning, Yichang Gao, Dongmei Li   +4 more
doaj   +1 more source

Data for the rumor propagation model on hypergraphs

This is the data used in the paper "Rumor propagation on hypergraphs" (DOI 10.1038/s41467-026-70096-w). Please refer to that for more details on the hypergraph reconstruction. The hypergraph structure was reconstructed from the Pushshift Telegram dataset, which was collected by Baumgartner et al.
Andrade Oliveira, Kleber, Traversa, Pietro, Ferraz de Arruda, Guilherme, Moreno Vega, Yamir   +3 more
openaire   +1 more source

Multiple Rumor Source Detection with Graph Convolutional Networks

, 2019
Detecting rumor source in social networks is one of the key issues for defeating rumors automatically. Although many efforts have been devoted to defeating online rumors, most of them are proposed based an assumption that the underlying propagation model
Nguyen Quoc Viet Hung, Guohui Li, Dong, Ming, Bolong Zheng, Nguyen, Quoc Viet Hung, Su, Han, Zheng, Bolong, Ming Dong, Han Su, Li, Guohui   +9 more
core   +1 more source

A Multiagent Adaptation of the Dynamic 8-state ICSAR Rumor Propagation Model

The spread of misinformation on social media can trigger panic among those who encounter and believe it. To combat this issue and reduce panic, we have formulated a theoretical framework known as the dynamic rumor propagation model.
Ji, Jie
core   +1 more source

Rumor Spreading Model Considering Prohibition Mechanism [PDF]

In the Internet era of information explosion, the speed and scope of rumor dissemination are becoming increasingly important. The popularity of social media and the Internet has made it possible for rumors to spread rapidly over a short period, causing ...
Rong QIAN, Xin LI, Xiaoyu LIU, Kejun ZHANG, Jinghui GUO, Zhongkun YE
core   +1 more source

Research on rumor propagation and rumor refutation strategies in complex network environment

With the popularity of social media, the speed and scale of information dissemination has increased exponentially, among which rumors have become a prominent issue that arouses public concern.
Huayan Pei, Guanghui Yan, Jie Tang, Wenwen Chang   +3 more
core   +1 more source

Provenance of data with rights and interests in online rumor data element circulation on social media

Humanities & Social Sciences Communications
Social media platforms, as the primary carriers of online rumor dissemination, enable users to gain profits from the platform through activities such as content creation, browsing, and sharing.
Jianbo Zhao, Huailiang Liu, Kai Shu, Qisen Fang, Chufan Tan, Yue Su, Lianyue Wu, Peijie Liu, Hai Shen, Jing Tian   +9 more
doaj   +1 more source

Rumor Detection on Social Media with Temporal Propagation Structure Optimization

Traditional methods for detecting rumors on social media primarily focus on analyzing textual content, often struggling to capture the complexity of online interactions.
Xu, Ke, Liu, Ruomei, Wu, Junran, Peng, Xingyu   +3 more
core  

A Deterministic and Stochastic Fractional-Order ILSR Rumor Propagation Model Incorporating Media Reports and a Nonlinear Inhibition Mechanism

Nowadays, rumors spread more rapidly than before, leading to more panic and instability in society. Therefore, it is essential to seek out propagation law in order to prevent rumors from spreading further and avoid unnecessary harm. There is a connection
Weiwei Zhu, Xuefeng Yue
core   +1 more source