社会网络中信息传播与安全研究的现状和发展趋势
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国家科技支撑计划(2012BAH46B04)

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Review on Information Diffusion and Security of Social Networks
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    摘要:

    社会网络新媒体在日常沟通、商业运作、政治斗争以及外交等方面发挥越来越重要的作用,对社会网络 的研究也引发了广泛关注。文章通过对最近几年国际重要期刊和会议上社会网络方面发表的文章进行统计分析, 发现了社会网络近三年的研究热点,即主要集中在社会网络的信息传播以及安全问题的研究。信息传播方面包括 对信息传播模型、影响因素、影响力最大化和预测感知的研究;安全问题方面包括对用户安全和信息安全的研究, 用户安全研究中包括僵尸用户识别和级联失效研究,信息安全研究包括源头追溯和网络控制问题研究。文章对上 述各方面的最新成果进行了分析、概括和讨论,分析了面临的问题、挑战和机遇,探索了新的研究点和未来的发 展方向,为广大研究者提供一些参考和借鉴。

    Abstract:

    The explosive growth of social networks as convenient communication tools has played an increasingly important role in personal communications, marketing, political struggles, diplomacy and some other aspects. The popularity and huge influences attract much attention of the scholars into the social network research. Through statistics of the papers concerning social networks from the most famous international conferences and journals, we conclude the focuses of the social network research are information diffusion and securities. About the researches on information diffusion, there are four main questions including information diffusion model, factors, influence maximization and prediction. About the researches on security of social networks, there are two main questions including security of users and information. In security of users, spammer identification and cascading failures were discussed. The source identification and control strategy were included in security of information. The related papers of the conferences and journals were introduced and the main research results in the above aspects were stated. Then, the problems, challenges and trends of the information diffusion and securities, which will provide a meaningful guidance to the social network research, were obtained.

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引文格式
鲍媛媛,薛一波.社会网络中信息传播与安全研究的现状和发展趋势 [J].集成技术,2015,4(3):8-28

Citing format
BAO Yuanyuan, XUE Yibo. Review on Information Diffusion and Security of Social Networks[J]. Journal of Integration Technology,2015,4(3):8-28

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  • 在线发布日期: 2015-05-29
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