计算机科学
过程(计算)
传播
信息传播
路径(计算)
社交网络(社会语言学)
数据科学
万维网
理论计算机科学
社会化媒体
计算机网络
电信
操作系统
作者
Yunchao Gong,Min Wang,Liang Wei,Feng Hu,Zi‐Ke Zhang
标识
DOI:10.1016/j.ins.2023.119284
摘要
With the expansion of the number of users in online social networks, the diversity of users and community characteristics become more prominent. Hypernetwork theory provides a path for characterizing complex relationships in networks. This paper used hypergraph's hyperedges to represent the community relationship between users, and created an online social hypernetwork information dissemination model (UHIR model) based on user and information attributes by combining the hypernetwork model with the SEIR model. Through this model, this article simulated and analyzed the dynamic process and laws of information dissemination under different network structures, and studied the influence of user influence, confidence, interest value, and information timeliness of the process. The simulation results show that this model can accurately describe the information dissemination trend and process in the real online social network. This work extends a new research direction of information dissemination in hypernetworks and contributes to the in-depth study of more complex information dissemination mechanisms.
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