Results 31 to 40 of about 1,438 (192)
Graph Convolutional-Based Deep Residual Modeling for Rumor Detection on Social Media
Mathematics, 2023 The popularity and development of social media have made it more and more convenient to spread rumors, and it has become especially important to detect rumors in massive amounts of information.
Na Ye +4 more
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Modeling and Analysis of Rumor Control Strategies in Social Networks [PDF]
Computer and Knowledge Engineering, 2022 Todays, although social networks are used for extensive information sharing, spreading rumors has also been accelerated and become a serious problem. Rumor control can be accomplished through either hard or soft control strategies.
Mojgan Askarizade +2 more
doaj +1 more source
BiMGCL: rumor detection via bi-directional multi-level graph contrastive learning [PDF]
PeerJ Computer Science, 2023 The rapid development of large language models has significantly reduced the cost of producing rumors, which brings a tremendous challenge to the authenticity of content on social media. Therefore, it has become crucially important to identify and detect
Weiwei Feng +4 more
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Rumor propagation in two-layer complex networks
, 2023 With the development of information networks, the study on rumor propagation attracts more and more attention. In this paper, we investigate rumor propagation in two-layer complex networks with three groups of agents: spreaders, ignorants, and refuters ...
Yu Cao +4 more
core +1 more source
Rumor Detection Based on Representative User Characteristics Learning Through Propagation [PDF]
Jisuanji kexue yu tansuo, 2022 Effective rumor detection and management has become an essential part of Internet plus government services initiative. The Internet era brings great convenience to people’s communication as well as speeds up the propagation of rumors, which not ...
XIE Xintong, HU Yueyang, LIU Xuanzhe, ZHAO Yaoshuai, JIANG Hai’ou
doaj +1 more source
Rumor propagation meets skepticism: A parallel with zombies [PDF]
EPL (Europhysics Letters), 2018 We propose a model of rumor spreading in which susceptible, but skeptically oriented individuals may oppose the rumor. Resistance may be implemented either by skeptical activists trying to convince spreaders to stop their activity, becoming stiflers or, passively (non-reactive) as a consequence, for example, of fact-checking.
Amaral, Marco Antonio +1 more
openaire +2 more sources
, 2021 The rumor-free equilibrium state and rumor-endemic equilibrium state are two symmetric descriptions of the status of a system. The constant spreading of rumors would affect the smooth operation of emergency management procedures and cause unnecessary ...
Raoqing Xie +6 more
core +1 more source
Heterogeneous Graph Convolutional Network-Based Dynamic Rumor Detection on Social Media
Complexity, 2022 The development of social media has provided open and convenient platforms for people to express their opinions, which leads to rumors being circulated. Therefore, detecting rumors from massive information becomes particularly essential. Previous methods
Dingguo Yu +3 more
doaj +1 more source
Climate-denying rumor propagation in a coupled socio-climate model: Impact on average global temperature. [PDF]
PLoS OneIndividual attitudes vastly affect the transformations we are experiencing and are vital in mitigating or intensifying climate change. A socio-climate model by coupling a model of rumor dynamics in heterogeneous networks to a simple Earth System model is
Satheesh Kumar A, Bauch CT, Anand M.
europepmc +2 more sources
Total Flooding Time and Rumor Propagation on Graphs [PDF]
Journal of Statistical Physics, 2017 We study a model of rumor propagation in discrete time where each site in the graph has initially a distinct information; we are interested in the number of "conversations" before the entire graph knows all informations. This problem can be described as a flooding time problem with multiple liquids.
Darcy Camargo, Serguei Popov
openaire +3 more sources