Rasha Falah Kadhem. “Addressing Linguistic Challenges in Arabic NLP: A Comprehensive Study on Content-Based and Collaborative Filtering Techniques for”. Journal of Al-Qadisiyah for Computer Science and Mathematics, vol. 17, no. 4, Dec. 2025, pp. Comp 285–299, doi:10.29304/jqcsm.2025.17.42561.