Big Data in Education. A Bibliometric Review

被引：24
|
作者：
Marin-Marin, Jose-Antonio [1 ]
Lopez-Belmonte, Jesus [2 ]
Fernandez-Campoy, Juan-Miguel [1 ]
Romero-Rodriguez, Jose-Maria [1 ]
机构：
[1] Univ Granada, Dept Didact & Sch Org, Granada 18071, Spain
[2] Int Univ Valencia, Valencia 46002, Spain
来源：
SOCIAL SCIENCES-BASEL | 2019年 / 8卷 / 08期
关键词：
Big Data; education; bibliometric study; Internet; DATA SCIENCE; ANALYTICS; CHALLENGES; GUIDE;
D O I：
10.3390/socsci8080223
中图分类号：
C [社会科学总论];
学科分类号：
03 ; 0303 ;
摘要：
The handling of a large amount of data to analyze certain behaviors is reaching a great popularity in the decade 2010-2020. This phenomenon has been called Big Data. In the field of education, the analysis of this large amount of data, generated to a greater extent by students, has begun to be introduced in order to improve the teaching-learning process. In this paper, it was proposed as an objective to analyze the scientific production on Big Data in education in the databases Web of Science (WOS), Scopus, ERIC, and PsycINFO. A bibliometric study was carried out on a sample of 1491 scientific documents. Among the results, the increase in publications in 2017 and the configuration of certain journals, countries and authors as references in the subject matter stand out. Finally, potential explanations for the study findings and suggestions for future research are discussed.
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页数：13
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