recommendation on white paper

recommendation background white paper system algorithm personalization user preference data analysis machine learning artificial intelligence collaborative filtering content-based hybrid methods similarity matrix factorization deep neural networks clustering classification regression ranking evaluation precision recall score a b testing cross-validation overfitting underfitting bias variance cold start problem scalability real-time processing big distributed computing cloud engine interface experience engagement conversion rate click-through retention churn list feature engineering preprocessing privacy