A Hybrid Algorithm for Scalable Friend Recommendation in Large-Scale Social Networks: A Hybrid Algorithm for Scalable Friend Recommendation. Acad. J. Int. Univ. Erbil. 2025;2(03):347-361. doi:10.63841/23576