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The Optimal Isolation Strategy for Network Public Opinion with Enclosed Environment

机译:封闭环境下网络舆情的最优隔离策略

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Public opinion dissemination control is of crucial importance to facilitate reliable and efficient data delivery, especially in networks consisting of openness, sharing and convenience. From a systematic point of view, we aim to explore the optimal control policy for information dissemination with relatively enclosed environment. To control the effusion of network public opinion is more important than deleting existing information about it. We depict the impact of isolation strategy on the transmission dynamics of network public opinion. Since the abstraction of information dissemination much resembles the spread of epidemics, a simplified SLIR model is utilized to characterize the collective dynamics of information dissemination over networks. Moreover, an optimal objective based on the maximum social utility is established, namely, minimizing both the total outbreak size of public opinion and the relevant costs of isolations. The optimal solution is acquired by using the Pontryagin’s Maximum Principle. Lastly, the simulations to the opinion control efficacy are accomplished, so the effectiveness of the control methods in the network public opinion is verified.
机译:舆论传播控制对于促进可靠和有效的数据传递至关重要,特别是在由开放,共享和便利组成的网络中。从系统的角度来看,我们旨在探索相对封闭环境下信息发布的最优控制策略。控制网络舆论的泛滥比删除有关它的现有信息更为重要。我们描述了隔离策略对网络舆论传播动力学的影响。由于信息传播的抽象非常类似于流行病的传播,因此使用简化的SLIR模型来表征网络上信息传播的集体动态。此外,建立了基于最大社会效用的最优目标,即,将舆论的爆发总数和隔离的相关成本最小化。最佳解决方案是使用Pontryagin的“最大原理”获得的。最后,完成了对舆论控制效果的仿真,验证了网络舆论控制方法的有效性。

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