-based recommendation systems. COOT optimization is used to optimize the results, inspired by the movement of water birds. The proposed … method combines a graph-based recommendation system with COOT optimization to increase accuracy and reduce result … interests. This research addresses these issues through the use of two techniques: hybrid recommendation systems and COOT …