user-based algorithm, while that of model-based approaches is matrixfactorization (recommendersystems). A key advantage of the collaborative filtering approach
chemometrics, audio signal processing, recommendersystems, and bioinformatics. In chemometrics non-negative matrixfactorization has a long history under the name