KYC-Enhanced Agentic Recommendation System Analysis
Published:Dec 30, 2025 03:25
•1 min read
•ArXiv
Analysis
This paper investigates the application of agentic AI within a recommendation system, specifically focusing on KYC (Know Your Customer) in the financial domain. It's significant because it explores how KYC can be integrated into recommendation systems across various content verticals, potentially improving user experience and security. The use of agentic AI suggests an attempt to create a more intelligent and adaptive system. The comparison across different content types and the use of nDCG for evaluation are also noteworthy.
Key Takeaways
- •Focuses on integrating KYC into agentic recommendation systems.
- •Evaluates performance across various content verticals (Advertising, News, Gossip, Sharing, Technology).
- •Uses nDCG for performance evaluation.
- •Compares experimental groups based on KYC usage intensity.
- •Aims to provide insights for engineering large-scale agentic recommendation systems.
Reference
“The study compares the performance of four experimental groups, grouping by the intense usage of KYC, benchmarking them against the Normalized Discounted Cumulative Gain (nDCG) metric.”