大数据安全研究现状及趋势(2010-2019)——基于CiteSpace的可视化分析  

Research Status and Trend of Big Data Security(2010-2019)——Visualization Analysis Based on CiteSpace

作　　者：范廷钰 袁科[2] FAN Ting-yu;YUAN Ke(School of International Education,Henan University;School of Computer and Information Engineering,Henan University,Kaifeng 475004,China)

机构地区：[1]河南大学国际教育学院 [2]河南大学计算机与信息工程学院,河南开封475004

出　　处：《软件导刊》2021年第5期243-248,共6页Software Guide

基　　金：国家自然科学基金项目(61802111);国家重点研发计划项目(2018YFA0704703);河南省高等学校重点科研项目基础研究计划项目(18A413004)。

摘　　要：大数据安全问题已成为关注热点,从大量信息中准确把握大数据安全发展态势,对促进领域发展有着重要意义。基于引文空间CiteSpace可视化分析工具,对2010-2019年中国知网信息科技文献目录中关于大数据安全的822篇研究文献,采用文献计量法探究该领域研究现状、发展脉络以及热点走向。研究表明,国内大数据安全领域主要围绕大数据、信息安全、大数据时代、网络安全、云计算等热点议题展开;在研究脉络上经历了对数据安全的基础性探讨、云计算的安全性探讨、信息安全保护探讨以及信息防护策略探讨。预测大数据信息安全防护、大数据云存储安全和大数据防护策略等问题,是未来大数据安全领域研究重点。With the continuous innovation and development of big data,the security of big data has become a hot topic for enterprises and governments.It is of great significance to accurately grasp the security development trend of big data from a large amount of information to promote the development of the field.Based on CiteSpace visual analysis tool of citation space,this paper studied 822 research documents on big data security in the information technology literature catalog of CNKI from 2010 to 2019,and explored the development status,development context and hot trends of this research field with the method of literature measurement.Research shows that in this stage,domestic big data security field mainly focuses on hot topics such as big data,information security,big data era,network security,cloud computing,etc.The process of research has experienced the basic discussion of data security,the security of cloud computing,the discussion of information security protection and information protection strategy.Prediction of big data information security protection,big data cloud storage security and big data protection strategy are the focus of big data security research in the next few years.

关 键 词：大数据安全 引文空间 文献计量法 可视化 

分 类 号：TP301[自动化与计算机技术—计算机系统结构]