DataFunTalk

Mar 13, 2020 · Artificial Intelligence

Knowledge Graph Assisted Personalized Recommendation Systems

Personalized recommendation systems, essential for modern internet platforms, can be enhanced by knowledge graphs which provide auxiliary information to improve accuracy, diversity, and explainability, with various methods such as embedding-based (DKN, MKR), path-based, and hybrid approaches like RippleNet and KGCN.