A Simulation Model Demonstrating the Impact of Social Aspects on Social Internet of Things

K. Zia, S. A. Maskari, Dinesh Kumar Saini, Arshad Muhammad, U. Farooq
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引用次数: 3

Abstract

In addition to seamless connectivity and smartness, the objects in the Internet of Things (IoT) are expected to have the social capabilities - these objects are termed as "social objects". In this paper, an intuitive paradigm of social interactions between these objects are argued and modeled. The impact of social behavior on the interaction pattern of social objects is studied taking Peer-to-Peer (P2P) resource sharing as an example application. The model proposed in this paper studies the implications of competitive vs. cooperative social paradigm, while peers attempt to attain the shared resources / services. The simulation results divulge that the social capabilities of the peers impart a significant increase in the quality of interactions between social objects. Through an agent-based simulation study, it is proved that cooperative strategy is more efficient than competitive strategy. Moreover, cooperation with an underpinning on real-life networking structure and mobility does not negatively impact the efficiency of the system at all; rather it helps.
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展示社交方面对社交物联网影响的仿真模型
除了无缝连接和智能之外,物联网(IoT)中的对象还有望具有社交功能-这些对象被称为“社交对象”。在本文中,这些对象之间的社会互动的直观范式进行了论证和建模。以点对点(P2P)资源共享为例,研究了社会行为对社会对象交互模式的影响。本文提出的模型研究了当同伴试图获得共享资源/服务时,竞争与合作社会范式的含义。模拟结果显示,同伴的社交能力显著提高了社交对象之间互动的质量。通过基于智能体的仿真研究,证明了合作策略比竞争策略更有效。此外,以现实生活中的网络结构和移动性为基础的合作根本不会对系统的效率产生负面影响;相反,它有帮助。
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