大数据环境下的技术变革与管理创新

Technological change and innovation in management of big data environment

"大数据"现象诞生于人们对数据搜集能力、数据传输能力、数据存储能力以及数据处理能力的极大发展,随着大数据时代的来临,"大数据"问题迅速从技术层面上升到国家战略的最高层面,大数据蕴含着巨大的社会价值和商业价值,发展潜力十分巨大。对大数据的利用将成为企业提高核心竞争力、抢占市场先机的关键。本文简要阐述了大数据研究的发展与现状,探索如何让我国技术创新管理工作迅速适应大数据环境,发挥大数据分析的价值,对比了大数据时代信息技术的变革,探讨了大数据应用与研究所面临的机遇和挑战,深入研究大数据环境下管理创新的新变化与新思路,并对大数据分析方法与传统分析技术进行对比,构建了大数据生态平台,设计了适合大数据分析的数据挖掘架构。

The ' big data' phenomenon lies in the development of the capabilities of data collection,data transmission,data storage and data processing,As the big data era,the problem of ' big data' rapidly rises from the technical level to the highest level of national strategy,the big data contains enormous social value and commercial value,the development potential is very huge,How to use the big data becomes the key value for enterprises in order to enhance the core competitiveness,seize market opportunities.This paper briefly expounds the development and status quo of study on big data,explores how to make the technology innovation management quickly adapt to the big data environment,exert the value of big data analytics,compares the information technology revolution in the era of big data and discusses the great opportunities and challenges in the big data applications and research,lucubrates the new changes and new ideas in management innovation of big data,and compares the new analysis method of big data with traditional analysis technology,this paper constructs a large ecological data platform of big data,designs data mining structure for big data analysis.