Personalized Analysis of Online Civic Education in Colleges and Universities with Improved Recommendation Algorithm

Pubblicato online: 17 mar 2025

Ricevuto: 11 ott 2024

Accettato: 27 gen 2025

DOI: https://doi.org/10.2478/amns-2025-0190

Parole chiave

Collaborative filtering, Popularity correction factor, Hybrid recommendation algorithm, Behavioral characteristics, Personalized learning

© 2025 Xingli Wang et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.