# Lowering penalties related to stock-outs by shifting demand in product recommendation systems

> Research article (Decision Support Systems, 2018) · cited 15× · AI/ML

**Wikidata**: [openalex:W2886195768](https://www.wikidata.org/wiki/openalex:W2886195768)  
**Source**: https://4ort.xyz/entity/lowering-penalties-related-to-stock-outs-by-shifting-demand-in-product-recommendation-systems