«Big Data» technology in the digital transformation of the economy

Akkhozha A. Tagay, Kulyash Sh, Syzdykova, K. R. Halmurzaeva
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Abstract

   The authors aimed to investigate the essence and fundamentals of the functioning of "Big Data" in the digital economy and the features of successful use of "Big Data" technology by enterprises as a new economic resource. "Big Data" is presented by the authors as a new economic resource and digital technology, which allow by solving a priority task, i. e. the allocation at the conceptual level of research of the most significant factors (resources) that determine the organizational potential for the use of big data. The article emphasizes that in the ordinary sense, the term "big data" is simply associated with a large amount of information. However, the study of the reasons why companies decide to invest in big data projects shows that the main motivating factor for them is not a large amount of data as such, but their diversity, which allows obtaining quantitative and qualitative information about a complex (complex) system of material and non-material factors of a modern company. The authors state that the expected information revolution consists in the way we analyze business and justify management decisions, and it is due not just to an exponential, avalanche-like growth in the volume of big data, but to the emergence of a new quality of information as a result of such growth - information that analysts could not even dream of ten years ago. The problematic materials of the article are presented as follows: first, the analysis of publications necessary to determine the content of the concept of "big data" is given, and positive and normative models of big data are highlighted. Further, on the basis of a resource-oriented approach and based on the results of an empirical study of foreign leading companies in the implementation of big data projects, a conceptual model of intra-company factors determining the organizational potential of using big data is being developed. As a result, recommendations are formulated for domestic companies implementing or making decisions about projects using big data.
经济数字化转型中的“大数据”技术
作者旨在探讨“大数据”在数字经济中发挥作用的本质和基础,以及企业成功利用“大数据”技术作为一种新的经济资源的特点。“大数据”被作者描述为一种新的经济资源和数字技术,它允许通过解决优先任务,即在概念研究层面分配决定大数据使用组织潜力的最重要因素(资源)。文章强调,在一般意义上,“大数据”一词只是与大量信息相关联。然而,对企业决定投资大数据项目的原因的研究表明,它们的主要激励因素不是数据量本身,而是数据的多样性,这使得可以获得关于现代企业物质因素和非物质因素的复杂系统的定量和定性信息。作者指出,预期的信息革命包括我们分析业务和证明管理决策的方式,它不仅是由于大数据量的指数级、雪崩式增长,而且是由于这种增长导致的新质量信息的出现——这些信息是分析师们十年前甚至无法想象的。本文的问题材料如下:首先,给出了确定“大数据”概念内容所必需的出版物分析,并强调了大数据的积极和规范模型。此外,在资源导向方法的基础上,根据对实施大数据项目的国外领先公司的实证研究结果,正在开发一个决定大数据使用组织潜力的公司内部因素的概念模型。因此,为国内企业实施或决策大数据项目制定了建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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