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

Publicado en línea: 17 mar 2025

Recibido: 11 oct 2024

Aceptado: 27 ene 2025

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

Palabras clave

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

© 2025 Xingli Wang et al., published by Sciendo

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