信息安全研究 ›› 2022, Vol. 8 ›› Issue (7): 718-.

• 学术论文 • 上一篇    下一篇

社交网络中竞争传播的研究进展

李阳   

  1. (国家信息中心北京100045)
  • 出版日期:2022-07-04 发布日期:2022-07-04
  • 通讯作者: 李阳 博士,高级工程师.主要研究方向为社交网络、信息安全、数据挖掘. liyang_cas@163.com
  • 作者简介:李阳 博士,高级工程师.主要研究方向为社交网络、信息安全、数据挖掘. liyang_cas@163.com

  • Online:2022-07-04 Published:2022-07-04

摘要: 在社交网络的发展过程中,不但存在单一信息的传播扩散,还存在二元甚至多元信息的竞争传播,如免疫策略发布与疾病扩散、权威信息发布与谣言肆虐、政治家的竞选观点传播、不同商家的市场营销推广等.对这些有正负对立的信息传播进行研究,在理论和实践方面都具有现实意义,这些研究称为竞争影响力问题.研究者们从种群的竞争入手,围绕疾病模型的免疫控制、信息模型的竞争传播等,形成了一系列的研究成果.对竞争传播的相关研究工作进行了梳理和总结,对竞争传播问题的未来深化研究领域进行了展望.关键词社交网络;影响力;竞争传播模型;竞争影响力最大化;评估

关键词: 社交网络, 影响力, 竞争传播模型, 竞争影响力最大化, 评估

Abstract: In the development of social network, there is not only the spread of single information, but also the competitive propagation of dual or even multiple information, such as the release of immune strategy and the spread of disease, the release of authority information and rumor spreading, the spread of politicians’ election views, marketing promotion of different businesses, etc. The research on the information propagation with positive and negative opposition has practical significance in both theory and practice, which is called the competitive influence problem. The researchers start from the competition of species group, and form a series of research results around the immune control of disease models and the competitive propagation of information models. This paper summarizes the relevant research work of competitive propagation, and prospects the further deepening research field of competitive propagation.Key words social network; influence; competitive propagation model; competitive influence maximization; assessment

Key words: social network, influence, competitive propagation model, competitive influence maximization, assessment