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Research on the Innovation of Artificial Intelligence Oriented Teaching Mode and Improvement of Experimental Teaching for Computer Science Majors

Haiyan Liu

Haiyan Liu

North China Institute of Aerospace EngineeringLangfang, China
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Liu, Haiyan
, 
Yanna Wei

Yanna Wei

North China Institute of Aerospace EngineeringLangfang, China
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Wei, Yanna
 y 
Penghua Zhu

Penghua Zhu

Cangzhou Normal UniversityCangzhou, China
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Zhu, Penghua
  
17 mar 2025
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Publicado en línea: 17 mar 2025
Recibido: 13 nov 2024
Aceptado: 13 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0350
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© 2025 Haiyan Liu et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

Innovation of teaching mode in artificial intelligence
Innovation of teaching mode in artificial intelligence

Figure 2.

The structure of the experimental teaching system
The structure of the experimental teaching system

Figure 3.

Data analysis results
Data analysis results

Figure 4.

Questionnaire for teaching mode
Questionnaire for teaching mode

Figure 5.

Survey results
Survey results

Test of independent sample t of computer literacy

Ratio group (experimental class - comparison class) Mean difference Standard error difference The difference is a 95% confidence interval t df P
Upper limit Lower limit
YS1 3.018 0.375 2.320 3.84 8.314 89.143 0.001
YS2 2.632 0.420 1.789 3.468 6.274 86.046 0.028
YS3 0.415 0.440 -0.487 1.296 0.721 87.576 0.074
Computer consciousness 6.075 0.740 4.689 7.563 8.326 89 0.001
ZS1 2.926 0.436 2.032 3.812 6.742 89 0.007
ZS2 2.936 0.422 2.163 3.816 7.184 85.346 0.001
ZS3 3.185 0.403 2.496 3.972 7.836 89.942 0.001
ZS4 2.463 0.395 1.695 3.225 6.285 78.826 0.063
Computer knowledge 11.532 1.236 9.022 13.922 9.342 70.725 0.002
NL1 3.125 0.452 0.989 1.228 6.985 89 0.001
NL2 1.584 0.487 0.442 0.552 7.362 82.912 0.063
NL3 3.143 0.436 0.203 0.521 8.012 84.526 0.004
NL4 3.594 0.502 0.134 0.143 6.284 85.923 0.002
Computer capability 13.436 1.704 10.063 16.795 8.023 82.232 0.002
QY1 4.342 0.482 3.495 5.242 9.126 84.625 0.022
QY2 1.643 0.642 1.309 2.936 2.463 89 0.017
QY3 1.558 0.635 0.302 2.824 2.362 89 0.015
QY4 4.236 0.473 3.311 5.147 11.326 89 0.001
Computer Love and ethics 11.725 1.633 9.432 14.925 7.842 86.843 0.001
Computer literacy 42.675 3.546 36.022 50.327 12.863 86.174 0.001
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Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros
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