# User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User’s Experience

> Research article (ACM Transactions on Recommender Systems, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4307302004](https://www.wikidata.org/wiki/openalex:W4307302004)  
**Source**: https://4ort.xyz/entity/user-cold-start-problem-in-multi-armed-bandits-when-the-first-recommendations-guide-the-users-experience