通信学报2024,Vol.45Issue(5):191-213,23.DOI:10.11959/j.issn.1000-436x.2024045
面向社交网络的异常传播研究综述
Survey on anomaly propagation research for social networks
摘要
Abstract
Anomaly propagation is a non-traditional mode of information dissemination that frequently occurs in today's online social networks.To fully comprehend the overall process of anomaly propagation in social networks,the anomaly propagation lifecycle system was classified into incubation period,diffusion period,climax period,and decline period.In response to the scientific problems existing in different stages of anomaly propagation,four popular research fields of anomaly information,anomaly users,anomaly propagation,and propagation containment were defined and divided re-spectively from micro and macro perspectives.The main research tasks and related research progress in the four current research areas were reviewed and summarized in detail,problems in existing methods were analyzed.The future research directions on anomaly propagation in social networks were prospected,providing convenience for subsequent research.关键词
异常传播/在线社交网络/异常信息/传播抑制Key words
anomaly propagation/online social network/anomaly information/propagation containment分类
信息技术与安全科学引用本文复制引用
卢昆,张嘉宇,张宏莉,方滨兴..面向社交网络的异常传播研究综述[J].通信学报,2024,45(5):191-213,23.基金项目
国家重点研发计划基金资助项目(No.2016QY03D0501) The National Key Research and Development Program of China (No.2016QY03D0501) (No.2016QY03D0501)