SIRA: a model for propagation and rumor control with epidemic spreading and immunization for healthcare 5.0 [PDF]
Healthcare social networks have a significant role in providing connected and personalized healthcare environment with real-time capabilities. However, building resilient, robust and technology-driven healthcare 5.0 has its own barriers.
Aggarwal, Nipun +5 more
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Social Media Rumor Detection Method Based on Multi-Transmit Influence [PDF]
Social media rumor detection is a hot topic in current research.Existing methods learn user characteristics by acquiring many user attributes.However, they ignore the influence of potential relationships between users on information propagation, making ...
DUAN Dagao, BAI Chenyu, HAN Zhongming, XIONG Haitao
doaj +1 more source
Quantification of the propagation of rumors on social media
The propagation of a rumor (unverified information) on a social network is subject to several factors mainly related to the content of this information and especially to the behaviors (profiles) of the actors on this network that retransmit. This state of affairs may vary this propagation as the case may be, and this is what we call the depth of the ...
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Rumor Detection Model on Social Media Based on Contrastive Learning with Edge-inferenceAugmentation [PDF]
In recent years,in order to deal with various social problems which are caused by the wide spreading of rumors,researchers have developed many deep learning-based rumor detection methods.Although these methods improve detection performance by learning ...
LIU Nan, ZHANG Fengli, YIN Jiaqi, CHEN Xueqin, WANG Ruijin
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ECRModel: An Elastic Collision-Based Rumor-Propagation Model in Online Social Networks
With the rapid development of online social networks (OSN), the influence of rumor propagation on social life raises great concern. Traditional rumor-propagation models, which do not fully consider the features of OSN, are not suitable for use in OSN. In
Zhenhua Tan +5 more
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Propagation and inhibition of online rumor with considering rumor elimination process
As one of the most important aspects of spreading dynamics on networks, propagation of rumor, which includes the process of rumor diffusing and elimination, plays an important role in the understanding of information dissemination within social networks.
null Wan Yi-Ping +2 more
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Global Stability Analysis of Rumor Propagation in Social Networks
Rumor propagation is a typical form of social interaction that has a negative effect on society and human life. The study of rumor dissemination and regulation on social networks is significant and vital.
Dr.Buddhadeo Mahato +2 more
core +1 more source
RPaSDT—Rumor Propagation and Source Detection Toolkit
Nowadays, online social networks are the primary method of communication between users around the world. Unfortunately, they are increasingly used with malicious intent. Finding a rumor source is a crucial attempt at controlling, preventing, and learning about the propagation of falsified information in networks.To alleviate this problem, RPaSDT (Rumor
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In order to effectively warn against and control the spread of online rumors, it is essential to research the dynamic process of rumor propagation. This paper presents a reaction-diffusion rumor propagation model with a time delay.
Yuxuan Pan, Shuling Shen, Linhe Zhu
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Dynamic graph convolutional networks with attention mechanism for rumor detection on social media.
Social media has become an ideal platform for the propagation of rumors, fake news, and misinformation. Rumors on social media not only mislead online users but also affect the real world immensely.
Jiho Choi +4 more
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