Big data method and its application in innovation education research

Big data technology is a new stage of information development. In recent years, it has been widely used in many fields, especially in social science research. This paper analyzes the development status and significance of the combination of big data technology and social science research, on the bas...

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Main Authors: Song Yankui, Jie Chuijiao, Xu Zhijin
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/66/e3sconf_icgec2021_03022.pdf
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spelling doaj-39b0daf4e7824ce08deb46ffcadb6d5e2021-07-15T06:53:50ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012900302210.1051/e3sconf/202129003022e3sconf_icgec2021_03022Big data method and its application in innovation education researchSong Yankui0Jie Chuijiao1Xu Zhijin2Department of College English, Capital Normal UniversityDepartment of Management, Capital Normal UniversityDepartment of Management, Capital Normal UniversityBig data technology is a new stage of information development. In recent years, it has been widely used in many fields, especially in social science research. This paper analyzes the development status and significance of the combination of big data technology and social science research, on the basis of summarizing and combing the concept of big data and its important role. Taking the application of big data method in the research of innovation education as an example, this paper makes a series of visualization analysis with Citespace software on the related literature with the theme of “big data and innovation education” collected by CNKI, such as annual analysis, literature source analysis, co-occurrence analysis of authors, organization analysis, keyword clustering analysis and keyword timing analysis. This paper also draws the corresponding knowledge mapping, clarifies its research status, hot spots and development trend, and provides scientific basis for the research of innovation education. Thus the paper believes that the research on big data and innovation education needs to strengthen interdisciplinary communication and cooperation, refine and deepen the research theme and content.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/66/e3sconf_icgec2021_03022.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Song Yankui
Jie Chuijiao
Xu Zhijin
spellingShingle Song Yankui
Jie Chuijiao
Xu Zhijin
Big data method and its application in innovation education research
E3S Web of Conferences
author_facet Song Yankui
Jie Chuijiao
Xu Zhijin
author_sort Song Yankui
title Big data method and its application in innovation education research
title_short Big data method and its application in innovation education research
title_full Big data method and its application in innovation education research
title_fullStr Big data method and its application in innovation education research
title_full_unstemmed Big data method and its application in innovation education research
title_sort big data method and its application in innovation education research
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2021-01-01
description Big data technology is a new stage of information development. In recent years, it has been widely used in many fields, especially in social science research. This paper analyzes the development status and significance of the combination of big data technology and social science research, on the basis of summarizing and combing the concept of big data and its important role. Taking the application of big data method in the research of innovation education as an example, this paper makes a series of visualization analysis with Citespace software on the related literature with the theme of “big data and innovation education” collected by CNKI, such as annual analysis, literature source analysis, co-occurrence analysis of authors, organization analysis, keyword clustering analysis and keyword timing analysis. This paper also draws the corresponding knowledge mapping, clarifies its research status, hot spots and development trend, and provides scientific basis for the research of innovation education. Thus the paper believes that the research on big data and innovation education needs to strengthen interdisciplinary communication and cooperation, refine and deepen the research theme and content.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/66/e3sconf_icgec2021_03022.pdf
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AT jiechuijiao bigdatamethodanditsapplicationininnovationeducationresearch
AT xuzhijin bigdatamethodanditsapplicationininnovationeducationresearch
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