Li, X. . “Design of a Web Content Personalized Recommendation System Based on Collaborative Filtering Improved by Combining K-Means and LightGBM”. Journal of Web Engineering, vol. 24, no. 02, Apr. 2025, pp. 267–290, doi:10.13052/jwe1540-9589.2425.