# Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models

> Research article (Data Mining and Knowledge Discovery, 2017) · cited 26× · AI/ML

**Wikidata**: [openalex:W2600989482](https://www.wikidata.org/wiki/openalex:W2600989482)  
**Source**: https://4ort.xyz/entity/enhancing-social-collaborative-filtering-through-the-application-of-non-negative-matrix-factorization-and-exponential-ra