# Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis

> Research article (ACM Transactions on Knowledge Discovery from Data, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4408929686](https://www.wikidata.org/wiki/openalex:W4408929686)  
**Source**: https://4ort.xyz/entity/tapping-the-potential-of-large-language-models-as-recommender-systems-a-comprehensive-framework-and-empirical-analysis