# An efficient manifold regularized sparse non-negative matrix factorization model for large-scale recommender systems on GPUs

> Research article (Information Sciences, 2018) · cited 45× · AI/ML

**Wikidata**: [openalex:W2884816079](https://www.wikidata.org/wiki/openalex:W2884816079)  
**Source**: https://4ort.xyz/entity/an-efficient-manifold-regularized-sparse-non-negative-matrix-factorization-model-for-large-scale-recommender-systems-on-