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Impact of users inter-contact times on information dissemination in pervasive social networks

机译:用户互动时间对无处不在的社交网络中信息传播的影响

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摘要

It is commonly perceived that the design principles of the future Internet might be drastically different from today. It is natural to ask what will be the impact of such evolution on the design of future Online Social Networks (OSNs). There is evidence that human social networks may be invariant with respect to the underlying online technology supporting them. Furthermore, the increasing pervasiveness of communication technologies is likely to enable any two users to communicate anytime and anywhere. Thus, a possible evolution of OSN design could map directly the structure of human social networks, and build future OSN services on top of a network whose edges represent "communication channels" between users sharing social relationships, and activated when they interact because of their social ties. In this paper we look, in the perspective of future OSN designed according to this concept, at how the patterns of interactions between people in human social networks impact on information dissemination properties. Based on well-established theories from the anthropology field, we study the properties of inter-contact times between users, i.e. the time between successive communication opportunities. This is a crucial feature for information dissemination, as previous results obtained in a conceptually similar environment have shown that the distribution of inter-contact times determines the convergence properties of information diffusion protocols. In the paper we investigate, by analysis, simulation and experimental results, the impact of different users interaction patterns on the properties of inter-contact times and, thus, on the convergence properties of information dissemination protocols.
机译:人们普遍认为,未来互联网的设计原则可能与今天有很大不同。很自然地问这样的演变会对未来的在线社交网络(OSN)的设计产生什么影响。有证据表明,人类社交网络对于支持它们的基础在线技术而言可能是不变的。此外,通信技术的日益普及可能使任何两个用户随时随地进行通信。因此,OSN设计的可能演变可以直接映射人类社交网络的结构,并在网络的边缘构建未来的OSN服务,该网络的边缘代表共享用户社交关系的用户之间的“沟通渠道”,并在由于社交而互动时激活联系。在本文中,我们将从根据此概念设计的未来OSN的角度来看待人类社交网络中人与人之间的交互方式如何影响信息传播特性。基于人类学领域公认的理论,我们研究了用户之间的相互接触时间(即连续的交流机会之间的时间)的属性。这是信息传播的关键特征,因为在概念上相似的环境中获得的先前结果表明,接触时间的分布决定了信息扩散协议的收敛特性。在本文中,我们通过分析,仿真和实验结果,研究了不同用户交互模式对交互时间的属性的影响,从而对信息传播协议的收敛性产生了影响。

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