Visualization Analysis of Online Education Based on Vue Framework

Digitalization of education is one of the major strategies for my country's current education reform and development, and market-oriented online education companies are one of the frontier practitioners in promoting digitalization of education. The work is based on the Vscode programming tool, and uses the Echarts graphics library and the Vue framework to perform Web front-end data visualization interaction design in a knowledge graph visualization manner. Use the Scrapy crawler framework in Python to crawl data from relevant websites, summarize and analyze the industry status, forward-looking areas and research hotspots of online education worldwide, and show the current development history and industry prospects of the global online education industry. By adding the random forest algorithm, we can deeply analyze the profound impact of my country's double reduction policy on the development of domestic online education and the establishment of a new generation of industry standards. The relevant literature data of the past ten years from CNKI were exported, and the screened literature data were imported into the bibliometric tool COOC and the visualization software CiteSpace for sorting and analysis, presenting the research status and hot trends in the field of online education industry. Help relevant practitioners, researchers, learners, etc. to enhance their business understanding in the field of online education, and provide reference for the digital transformation of education in educational institutions at all levels and types.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1145/3711129.3711140
Primary Topic
Innovative Educational Techniques
Type
article
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article

Visualization Analysis of Online Education Based on Vue Framework

Cailing Dong, Jinmei Shi, Xinyuan Wen
Innovative Educational Techniques
article

Visualization Analysis of Online Education Based on Vue Framework

Cailing Dong, Jinmei Shi, Xinyuan Wen
article en

Abstract

Digitalization of education is one of the major strategies for my country's current education reform and development, and market-oriented online education companies are one of the frontier practitioners in promoting digitalization of education. The work is based on the Vscode programming tool, and uses the Echarts graphics library and the Vue framework to perform Web front-end data visualization interaction design in a knowledge graph visualization manner. Use the Scrapy crawler framework in Python to crawl data from relevant websites, summarize and analyze the industry status, forward-looking areas and research hotspots of online education worldwide, and show the current development history and industry prospects of the global online education industry. By adding the random forest algorithm, we can deeply analyze the profound impact of my country's double reduction policy on the development of domestic online education and the establishment of a new generation of industry standards. The relevant literature data of the past ten years from CNKI were exported, and the screened literature data were imported into the bibliometric tool COOC and the visualization software CiteSpace for sorting and analysis, presenting the research status and hot trends in the field of online education industry. Help relevant practitioners, researchers, learners, etc. to enhance their business understanding in the field of online education, and provide reference for the digital transformation of education in educational institutions at all levels and types.

Quality Education
Openalex Percentile: Top 62%
Innovative Educational Techniques
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Visualization Analysis of Online Education Based on Vue Framework — Cailing Dong, Jinmei Shi, et al. · (2024) | TGRS Research Map | TGRS