# CBMR: An optimized MapReduce for item‐based collaborative filtering recommendation algorithm with empirical analysis

> Research article (Concurrency and Computation Practice and Experience, 2017) · cited 34× · AI/ML

**Wikidata**: [openalex:W2587697323](https://www.wikidata.org/wiki/openalex:W2587697323)  
**Source**: https://4ort.xyz/entity/cbmr-an-optimized-mapreduce-for-itembased-collaborative-filtering-recommendation-algorithm-with-empirical-analysis