The Influence of Digital Currency Popularization and Application in Electronic Payment Based on Data Mining Technology

Xiaoyuan Sun
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Abstract

The rapid development of science and technology has provided us with great convenience, and the payment methods are gradually enriched. On the basis of traditional electronic payment, digital currency has emerged as the times require. As a strategic currency, it is very necessary to supervise the market status during its whole life. In this paper, the authors propose a scenario payment identification model based on RNN network to identify different scenarios of electronic payment for the intelligent analysis of digital currency. On this basis, PSO is adopted to optimize the initial parameters of the model to improve the accuracy of model identification. Finally, the high-precision identification of different electronic payment means in multiple scenarios was completed, providing detailed data reference for the development of electronic payment market and digital currency, thus providing an objective basis for policy formulation and adjustment in the next stage.
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基于数据挖掘技术的数字货币推广应用对电子支付的影响
科学技术的快速发展为我们提供了极大的便利,支付方式也逐渐丰富起来。在传统电子支付的基础上,数字货币应运而生。作为一种战略货币,在其整个生命周期中对市场状况进行监督是非常必要的。本文提出了一种基于RNN网络的场景支付识别模型,用于识别电子支付的不同场景,用于数字货币的智能分析。在此基础上,采用粒子群算法对模型的初始参数进行优化,以提高模型辨识的准确性。最终,完成了对多种场景下不同电子支付手段的高精度识别,为电子支付市场和数字货币的发展提供了详细的数据参考,从而为下一阶段的政策制定和调整提供了客观依据。
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