Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
textual data. Recommendation Systems Recommendation systems represent a classic application of SVD. Here, SVD is used to predict products or services a user might be interested in. By analyzing user-item interaction matrices, SVD helps identify underlying user preferences and item attributes,