摘要
文章基于CiteSpace软件对中国国家知识基础设施(China National Knowledge Infrastructure,CNKI)中2013—2022年有关大数据分析的研究文献进行多个维度的计量分析,结果表明:大数据分析研究领域整体呈上升趋势,且上升趋势较快,但国内近两年发文量稍下降;国内近几年马晓亭和孟天广的发文量最多;研究机构共现分析显示国内发文量较多的机构有中国人民大学、中国科学院大学、武汉大学等,但还未形成较为紧密的研究队伍;研究热点主要分布在数据挖掘、人工智能、云计算、情感分析以及神经网络等方面。国内对大数据分析的研究仍处于发展阶段,应加强各研究者和研究机构之间的合作,注重关键领域的研究。
Based on CiteSpace software,this paper makes a multi-dimensional quantitative analysis of the research literature on big data analysis in China National Knowledge Infrastructure(CNKI)from 2013 to 2022.The results show that the research field of big data analysis is on the rise as a whole,and the rising trend is fast,but the number of published papers in China has slightly decreased in the past two years.In recent years,Ma Xiaoting and Meng Tianguang published the most papers.The common analysis of research institutions shows that the most published institutions in China are Renmin University of China,University of Chinese Academy of Sciences and Wuhan University,but they have not formed a relatively close research team.The research focuses on data mining,artificial intelligence,cloud computing,sentiment analysis and neural network.The domestic research on big data analysis is still in the development stage,so it is necessary to strengthen the cooperation among researchers and research institutions,pay attention to the research in key fields.
作者
朱薪君
朱紫瑜
谭明亮
ZHU Xinjun;ZHU Ziyu;TAN Mingliang(North Sichuan Medical College,Nanchong Sichuan 637100,China;Sichuan Normal University,Chengdu Sichuan 610066,China)
出处
《信息与电脑》
2023年第4期170-175,共6页
Information & Computer
基金
教育部产学合作协同育人项目“人工智能背景下医学院校师资培训项目”(项目编号:220503879305042)
川北医学院博士启动金项目“基于文本大数据语义分析的慢病智能服务研究”(项目编号:CBY21-QD37)。
作者简介
朱薪君(2003-),男,四川达州人,本科。研究方向:大数据分析与商务智能;通信作者:谭明亮(1990-),男,重庆垫江人,博士研究生,讲师。研究方向:信息组织与智能服务。E-mail:1779345837@qq.com。
