使用数据分析进行区块链技术创新的趋势分析

Raymund Herradura, F. Thabtah, M. Andrews
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引用次数: 0

摘要

数据可视化在商业决策中起着至关重要的作用,它是决策者与大量非结构化数据之间的桥梁。由于比特币在金融市场的迅速崛起,区块链应用程序正在被仔细地吸收到技术领域。因此,研究人员、技术专家和加密货币投资者可以了解这项技术的现状,从而明确技术和金融投资策略。本文探讨了数据分析在区块链突出实施中的作用。我们通过分析文本和多变量两种类型的数据集来描述区块链技术的采用,通过拟合多个时间序列和地理位置来揭示潜在收入和创新的未实现机会。此外,为了获得随时间的有用趋势,进行了适合Twitter数据集的时间数据分析。随着自动化知识的发现,这将补充决策者对有价值的数据驱动业务战略的需求,这反过来将提供业务或投资机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trend Analyses for Blockchain Technology Innovations Using Data Analytics
Data Visualisations have been identified to play a critical role in business decision making, wherein it acts as a bridge between decision makers and the vast amount of unstructured data. Blockchain applications are being carefully assimilated into the technological space due to Bitcoin's rapid rise in the financial market. Consequently, researchers, technologists and cryptocurrency investors can understand the posture of this technology that leads to articulate technological and financial investment strategies. This paper investigates the role of data analyses in the prominent implementation of Blockchain. We characterise the adoption of Blockchain technology by analysing two types of datasets which are text and multivariate by fitting multiple time series and geographical location to reveal unrealised opportunities for potential income and innovation. In addition, to obtain the useful trends over time a temporal data analyses to fit the Twitter dataset, was conducted. With the automated knowledge discovered this will supplement the decision makers' demand to have a valuable data-driven business strategy, which in return will deliver business or investment opportunities.
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