Accesso libero

Construction of Artificial Intelligence-driven Education Management Informatization System and Its Practice in College Management

Ye Zhang

Ye Zhang

Yancheng Teachers UniversityYancheng, China
Cerca questo autore su
Sciendo|Google Scholar
Zhang, Ye
  
24 mar 2025
Construction of Artificial Intelligence-driven Education Management Informatization System and Its Practice in College Management's Cover Image
INFORMAZIONI SU QUESTO ARTICOLO
Articolo precedente
Articolo Successivo
Cita
Scarica la copertina
Pubblicato online: 24 mar 2025
Ricevuto: 03 nov 2024
Accettato: 12 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0723
Parole chiave
© 2025 Ye Zhang, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Flowchart of the Apriori algorithm
Flowchart of the Apriori algorithm

Figure 2.

Illustrates the changing trend in the number of rules for two algorithms, indicating a shift in their performance over time.
Illustrates the changing trend in the number of rules for two algorithms, indicating a shift in their performance over time.

Figure 3.

Part of the course grade association rules
Part of the course grade association rules

Figure 4.

Association rules of Computer science professional grades
Association rules of Computer science professional grades

Figure 5.

ROC curve test results
ROC curve test results

Precision comparison of PSO, XGBoost, C4_5 Decision tree algorithm

Data set PSO XGBoost C4.5 Decision tree algorithm
mat 0.826 0.857 0.915
por 0.815 0.833 0.889
Lingua:
Inglese
Frequenza di pubblicazione:
1 volte all'anno
Argomenti della rivista:
Scienze biologiche, Scienze della vita, altro, Matematica, Matematica applicata, Matematica generale, Fisica, Fisica, altro
Feed RSS della rivista