Web应用程序,使用神经网络分析和可视化加密货币指标,并预测未来价格

Yurii Kryvenchuk, Veronika Pykhnei
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引用次数: 0

摘要

虚拟货币的受欢迎程度与日俱增。因此,想要成为加密货币投资者并从中获利的人越来越多。然而,任何决定都应该基于知识和计算,因为有失去所有投资的重大风险。因此,有一种程序的需求,可以执行所有复杂的操作为投资者。分析所有必要指标的web应用程序提供可视化,而具体的建议可以极大地简化决策。以图形、图表和直方图形式呈现的分析,即使是非专家也能理解。当然,其主要优点之一将是方便的界面,这将使其更易于使用。此外,该计划的一个特点将是残疾人的内容的可访问性。目前,这种方法是一种趋势,并不是所有的应用程序都支持它,但在未来,这种趋势将成为一种需求,而不是额外的附加功能。这种功能将大大扩大目标受众,并向具有某些健康缺陷的人开放投资世界。这样的应用程序不仅可以节省金钱,还可以节省时间。毕竟,在投资市场上快速决策是至关重要的。然而,快并不意味着鲁莽。由于主要目标是稳定赚钱,而不是短期利润,该程序还将显示您可能的未来价格,这是使用循环神经网络预测的。基于所有的计算和已知的预期价格,它将提供购买以下货币的建议。当然,投资总是意味着风险,但基于计算和分析的决策有更高的成功率。因此,一个显著降低风险的程序将受到所有将钱投资于虚拟货币或想要开始这样做的人的欢迎。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
WEB APPLICATION WITH ANALYSIS AND VISUALIZATION OF CRYPTOCURRENCY METRICS WITH FUTURE PRICE PREDICTION USING NEURAL NETWORKS
The popularity of virtual currencies is growing every day. And accordingly, the number of people who want to become investors in cryptocurrency and make a profit is growing. However, any decision should be based on knowledge and calculations because there is a significant risk of losing everything invested. Therefore, there is a demand for a program that can perform all complex operations for investors. A web application that analyzes all the necessary metrics provides visualization, and specific recommendations can greatly simplify decision-making. The analysis, presented in graphs, charts, and histograms, will be understandable even to a non-specialist. And, of course, one of the main advantages will be a convenient interface that will make it easier to use.Moreover, a feature of this program will be the accessibility of content for people with disabilities. At the moment, this approach is a trend, and not all applications support it, but in the future, this trend will become a requirement, not an additional plus. Such functionality will significantly expand the target audience and open the world of investments to people with certain health defects. Such an application can save not only money but also time. After all, making decisions quickly in the investment market is essential. However, fast does not mean reckless. Since the main goal is the stable earning of money, not short-term profit, the program will also show you the possible future price, which has been predicted using a recurrent neural network. And based on all the calculations and with a known expected price, it will provide recommendations for purchasing the following currency. Of course, investment always means risk, but a decision based on calculations and analysis has a higher percentage of success. Therefore, a program that significantly reduces the risk will gain popularity among all people who invest their money in virtual currencies or want to start doing it.
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