Experimental Comparison of Collaborative Filtering Algorithm Based on Federal Recommendation
Zijia Xu, Jiashi Sun, Jiang Zhang, Yupeng Liu · 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology (ICCASIT) · 2022
Firstly, we compare the performance of federal recommendation collaborative filtering algorithm model and centralized filtering algorithm model based on different application scenarios. The performance of the federal recommendation collaborative filtering model with different application scenarios in each scenario is compared and studied. Finally, we compare the effects of altered privacy protection strategies on the training process of federal recommendation collaborative filtering model.