个人特征和人际影响对社交网络中隐私信息扩散的影响

Zhengren Li, Ting-jie Lv, Xiaohang Zhang, Xia Chen
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引用次数: 1

摘要

在SNS中,不同隐私关注程度的用户表现出不同的隐私信息发布行为。为了考察和对比个人和人际影响对不同用户隐私关注水平下隐私信息扩散的影响,我们建立了生存分析模型,并考察了微博特征、用户特征和社交网络特征等影响因素。研究结果表明,这三类因素非常重要,对私人信息的传播时间,尤其是社交网络特征有显著影响。用户对隐私的关注程度不同,影响因素也不同。研究结果有助于我们理解和预测用户在社交网络中的表现,并对社交营销等方面产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effects of personal characteristics and interpersonal influence on privacy information diffusion in SNS
In SNS, users with different privacy concern levels exhibit different private information posting behavior. To investigate and contrast the effects of personal and interpersonal influence on private information diffusion for different levels of privacy concern of users, we establish a survival analysis model and examine influence factors, including micro-blog features, user features, and social network features. The findings indicate that these three types of factors are very important and have a significant impact on the diffusion time of private information, especially the social network features. The influence factors differ for users with different levels of privacy concern. The results aid in our understanding and prediction of users' performance in SNS, with implications for social marketing and so on.
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