大数据分析作为管理工具:概述、趋势和挑战

Branislav Mašić, Milenko Dželetović, Sasa Nesic
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引用次数: 0

摘要

创新的数字技术和不断变化的商业环境已经并将继续改变世界各地的商业和行业。考虑到即将到来的技术突破,以及大数据分析、机器学习算法、云计算解决方案、人工智能、物联网等领域的进步,这种转变将更加明显。由于我们生活在一个数据驱动的世界,技术正在改变工作和与工作相关的活动,以及日常活动和互动。本文的重点是大数据和大数据分析(BDA),这是在论文中从组织的角度来看,作为提高企业绩效和竞争力的手段。通过对所选文献和研究的回顾,本文旨在探讨大数据分析在公司中的应用程度,并强调大数据分析在实现更好的业务成果方面可能发挥的重要作用。此外,本文简要介绍了公司采用大数据分析的主要挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Big data analytics as a management tool: An overview, trends and challenges
Innovative digital technologies and ever-changing business environment have and will continue to transform businesses and industries around the world. This transformation will be even more evident in view of forthcoming technological breakthroughs, and advances in big data analytics, machine learning algorithms, cloud-computing solutions, artificial intelligence, internet of things, and the like. As we live in a data-driven world, technologies are altering work and work-related activities, and everyday activities and interactions. This paper is focused on big data and big data analytics (BDA), which are viewed in the paper from organisational perspective, as a means of improving firm performance and competitiveness. Based on a review of selected literature and researches, the paper aims to explore the extent to which big data analytics is utilized in companies, and to highlight the valuable role big data analytics may play in achieving better business outcomes. Furthermore, the paper briefly presents main challenges that accompany the adoption of big data analytics in companies.
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