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Analysis of the Application of Big Data Technologies in the Financial Sphere

机译:大数据技术在金融领域的应用分析

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摘要

The last years' global development is characterized by the mass introduction of information and communication technologies in all spheres of economic development. The implementation of digital technologies acquired explosive character recently. It is no coincidence that the term "digital economy", indicating the use of the most advanced digital technologies in various sectors of the world economy, has emerged in past years. Today, digital transformation occurs in virtually all areas of economic development, for example, Industry 4.0 in industry, Fintech in the financial sector. The main breakthrough technologies of digital transformation are cloud computing technology, cyber - physical systems, artificial intelligence, and technologies for analysis and processing of big data. One of the drivers of digital modernization is the big data direction. The rapid development of this sphere is explained by the intermittent growth of information, which leads to the impossibility of applying classical methods and tools for processing available data. The paper analyzes the technologies and methods of processing information in the field of big data. Future development of the sectors of the field of big data is given. The research of the big data market in various sectors of economic development was conducted; the leaders in this field are identified. The main directions of using big data in financial institutions as one of the key players in the market are analyzed. The study of the big data market in the financial sphere was carried out; financial indicators, dynamics of the market growth were determined. The main reasons that prevent the big data introduction in financial institutions are shown. The prognosis for the further development of the use of big data in the financial sphere is given.
机译:过去几年的全球发展是在经济发展的所有领域中大规模引入信息和通信技术。数字技术的实施最近获得了爆炸性。在过去几年中出现了“数字经济”一词,表明在世界经济各部门中使用最先进的数字技术,毫无巧合。如今,数字转型几乎发生在几乎所有经济发展领域,例如,工业,工业中的工业4.0,金融部门。数字转型的主要突破性技术是云计算技术,网络 - 物理系统,人工智能和技术分析和处理大数据的技术。数字现代化的驱动因素之一是大数据方向。这种领域的快速发展是通过信息间歇性的增长来解释,这导致应用经典方法和工具来处理可用数据。本文分析了大数据领域的处理信息的技术和方法。给出了大数据领域的未来发展。对经济发展各部门的大数据市场研究;鉴定了该领域的领导者。分析了金融机构大数据作为市场中的主要参与者的主要方向。对金融领域的大数据市场进行了研究;财务指标,确定市场增长的动态。展示了防止金融机构大数据介绍的主要原因。给出了在金融领域中进一步发展使用大数据的预后。

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