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The realization of information technology-based big data analysis in personalized ideological and political education in colleges and universities

Wenju He

Wenju He

School of Economics and Management, Xi’an Mingde Institute of TechnologyXi’an, China
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He, Wenju
 und 
Yongheng Wang

Yongheng Wang

Shanghai Zhongqiao Vocational and Technical UniversityShanghai, China
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Wang, Yongheng
  
21. März 2025
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Online veröffentlicht: 21. März 2025
Eingereicht: 06. Nov. 2024
Akzeptiert: 04. Feb. 2025
DOI: https://doi.org/10.2478/amns-2025-0659
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© 2025 Wenju He, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Teaching system design results
Teaching system design results

Figure 2.

Collect the data of the cancellation fee of a cartoon system
Collect the data of the cancellation fee of a cartoon system

Figure 3.

The distribution of students in clustering
The distribution of students in clustering

Figure 4.

The periodic test of the comparison class and the experimental
The periodic test of the comparison class and the experimental

Figure 5.

The distribution of the comparison class and the experimental class
The distribution of the comparison class and the experimental class

Analysis and analysis of single factor variance analysis

Average score Standard deviation Significance level
Test 1 70.14 13.16 P<0.01
Test 2 92.23 3.22
B group 88.36 6.42 P=0.004
A group 92.23 3.22

Student achievement and cartoon consumption data correlation analysis

ID Support Confidence Degree of ascension
1 0.068956 0.475282 1.1524
2 0.065254 0.522367 1.2935
3 0.056204 0.480214 1.1920
4 0.179532 0.452312 1.2014
5 0.175268 0.475268 1.2536
6 0.156231 0.462187 1.2125
7 0.134029 0.433257 1.1653
8 0.110022 0.241587 1.1235
9 0.110022 0.312240 1.4026
10 0.112357 0.274295 1.2548
Sprache:
Englisch
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Biologie, Biologie, andere, Mathematik, Angewandte Mathematik, Mathematik, Allgemeines, Physik, Physik, andere
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