基于在线交互行为的社会关系强度计算方法
首发时间:2016-06-12
摘要:随着互联网技术与Web2.0应用的发展,在线社会网络中产生了海量的用户交互数据。在线社会网络中用户的交互频率从某种程度上反映了社交网络中用户之间的关系强度。大多数工作仅仅是简单的将关系强度判别为强关系或弱关系。这并不能定量的说明关系的强弱。而且这将限制基于社会网络关系相关应用的范围。为了解决这个问题,本文提出了一种基于在线社会交互行为的社会关系强度计算方法。本文利用用户在线交互行为类型和社会交互程度计算得到一个定量值来表征在线社交网络中的用户关系的强度。在真实的在线社会网络数据上的实验表明,该方法能够有效计算出用户在特定在线社交应用情景下的关系强度。
关键词: 计算机应用技术 社会交互 关系强度 在线社会网络 社交应用情景
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A social tie strength calculation method based on online social interactions
Abstract:enewcommand{ aggedright}{leftskip=0pt ightskip=0pt plus 0cm} aggedright {With the development of Internet technology and Web2.0 applications, online social networks generate vast amounts of user interaction data. The user's online interaction frequencies reflects the strength of the relationship between users.The social tie strength is classified into strong tie and weak tie in most previous work. Those classifications are not suitable for fine-grained measurement on social tie strength, and it will limit the scope of networking-related applications. To address this problem, this paper presents a social tie strength calculation method based on the online social interactions. The types and frequencies of users' online social interaction are utilized to calculate a quantitative value to represent the tie strength between users. Experimental results on real online social network data show that this method can effectively calculate the strength of the relationship between the user under a specific online social application scenarios.}
Keywords: computer applied technology social interaction social tie strength online social networks social application scenarios
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