The Research Development of Big Data in Education: A Bibliometric Analysis Based on Citespace

被引:2
作者
Ye, Chenchen [1 ]
机构
[1] Zhejiang Univ, Coll Educ, Hangzhou, Zhejiang, Peoples R China
来源
2018 SEVENTH INTERNATIONAL CONFERENCE OF EDUCATIONAL INNOVATION THROUGH TECHNOLOGY (EITT 2018) | 2018年
关键词
big data in education; bibliometric analysis; CiteSpace; EMERGING TRENDS;
D O I
10.1109/EITT.2018.00031
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Big data, characterized by rich information, wide coverage, high value and universality, is applied in all fields including education. Educational researchers are focused on how to apply big data technology to the educational domain rationally. This paper examines the research status quo by reporting an analysis of research literature related to the application of big data in the fields of education, searched on the WOS (Web of Science). The analyses included the amount of literature, areas of distribution, journals in which the articles were published, research hotspots and research trends, using bibliometric analysis software CiteSpace and Note Express. The paper summarizes the research results, discusses the advantages and disadvantages of current research, and puts forward some suggestions that can be used as reference in later research of big data in education.
引用
收藏
页码:116 / 122
页数:7
相关论文
共 13 条
  • [1] [Anonymous], 2011, BIG DATA NEXT FRONTI
  • [2] Analyzing undergraduate students' performance using educational data mining
    Asif, Raheela
    Merceron, Agathe
    Ali, Syed Abbas
    Haider, Najmi Ghani
    [J]. COMPUTERS & EDUCATION, 2017, 113 : 177 - 194
  • [3] Baker R.S. J. D., 2010, INT ENCY ED, V7, P112, DOI [DOI 10.4018/978-1-59140-557-3.CH075, 10.1016/B978-0-08-044894-7.01318-X]
  • [4] Birjali M., 2016, INT AFR C IND ADV, P209
  • [5] Charleton P., 2013, ARIADNE, V71
  • [6] Emerging trends in regenerative medicine: a scientometric analysis in CiteSpace
    Chen, Chaomei
    Hu, Zhigang
    Liu, Shengbo
    Tseng, Hung
    [J]. EXPERT OPINION ON BIOLOGICAL THERAPY, 2012, 12 (05) : 593 - 608
  • [7] CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature
    Chen, CM
    [J]. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2006, 57 (03): : 359 - 377
  • [8] Searching for intellectual turning points: Progressive knowledge domain visualization
    Chen, CM
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 : 5303 - 5310
  • [9] New technology trends in education: Seven years of forecasts and convergence
    Martin, Sergio
    Diaz, Gabriel
    Sancristobal, Elio
    Gil, Rosario
    Castro, Manuel
    Peire, Juan
    [J]. COMPUTERS & EDUCATION, 2011, 57 (03) : 1893 - 1906
  • [10] Michalik P, 2014, 2014 IEEE 12TH INTERNATIONAL SYMPOSIUM ON APPLIED MACHINE INTELLIGENCE AND INFORMATICS (SAMI), P331, DOI 10.1109/SAMI.2014.6822433