Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology
Education informatization is the application of modern information technology in the field of education, this paper uses the method of clustering and factor analysis in big data technology to analyze the main contents and influencing factors of the informatization construction of the Civic and Polit...
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| Format: | Article |
| Language: | English |
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Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
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| Online Access: | https://doi.org/10.2478/amns-2024-0084 |
| _version_ | 1797303154699665408 |
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| author | Yan Ming |
| author_facet | Yan Ming |
| author_sort | Yan Ming |
| collection | DOAJ |
| description | Education informatization is the application of modern information technology in the field of education, this paper uses the method of clustering and factor analysis in big data technology to analyze the main contents and influencing factors of the informatization construction of the Civic and Political Education in colleges and universities. Studying the application of multimedia technology in the field of education, constructs the main framework of the informatization construction of Civic and Political Education in colleges and universities. The method of factor analysis is used to derive the number of factors affecting the construction of informationization of civic and political education, and the main construction direction of the informationization of civic and political education is proposed according to the variance explanation rate of the factors. Combined with cluster analysis, we explore the effect of computerized teaching resources on the digitization of Civic and Political Education in colleges and universities. The informationization of Civic and Political Education in colleges and universities is reflected in the two aspects of the development degree and utilization degree of the digital resources of Civic and Political Education in colleges and universities. The results show that informationized teaching resources such as Civics multimedia materials, Civics online courses, various types of CAI courseware, Civics e-books, and other informationized teaching resources are the most frequently developed informationized teaching resources in colleges and universities. 80%, 75%, 60%, and 65% are the development degrees that correspond to each other. |
| first_indexed | 2024-03-07T23:48:52Z |
| format | Article |
| id | doaj.art-24147506325b46ca92c417d1914ca7de |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-07T23:48:52Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-24147506325b46ca92c417d1914ca7de2024-02-19T09:03:34ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns-2024-0084Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data TechnologyYan Ming01School of International Business and Management, Shanghai Sipo Polytechnic, Shanghai, 201399, China.Education informatization is the application of modern information technology in the field of education, this paper uses the method of clustering and factor analysis in big data technology to analyze the main contents and influencing factors of the informatization construction of the Civic and Political Education in colleges and universities. Studying the application of multimedia technology in the field of education, constructs the main framework of the informatization construction of Civic and Political Education in colleges and universities. The method of factor analysis is used to derive the number of factors affecting the construction of informationization of civic and political education, and the main construction direction of the informationization of civic and political education is proposed according to the variance explanation rate of the factors. Combined with cluster analysis, we explore the effect of computerized teaching resources on the digitization of Civic and Political Education in colleges and universities. The informationization of Civic and Political Education in colleges and universities is reflected in the two aspects of the development degree and utilization degree of the digital resources of Civic and Political Education in colleges and universities. The results show that informationized teaching resources such as Civics multimedia materials, Civics online courses, various types of CAI courseware, Civics e-books, and other informationized teaching resources are the most frequently developed informationized teaching resources in colleges and universities. 80%, 75%, 60%, and 65% are the development degrees that correspond to each other.https://doi.org/10.2478/amns-2024-0084cluster analysisfactor analysismultimedia technologyeducation informatization97m50 |
| spellingShingle | Yan Ming Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology Applied Mathematics and Nonlinear Sciences cluster analysis factor analysis multimedia technology education informatization 97m50 |
| title | Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology |
| title_full | Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology |
| title_fullStr | Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology |
| title_full_unstemmed | Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology |
| title_short | Informatization Construction of Civic Education in Colleges and Universities under the Integration of Big Data Technology |
| title_sort | informatization construction of civic education in colleges and universities under the integration of big data technology |
| topic | cluster analysis factor analysis multimedia technology education informatization 97m50 |
| url | https://doi.org/10.2478/amns-2024-0084 |
| work_keys_str_mv | AT yanming informatizationconstructionofciviceducationincollegesanduniversitiesundertheintegrationofbigdatatechnology |