Knowledge enhanced multi-intent transformer network for recommendation

• Main Authors: ZOU, Ding, WEI, Wei, ZHU, Feida, XU, Chuanyu, ZHANG, Tao, HUO, Chengfu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Graph Neural Networks; Graph Transformer; Knowledge Enhanced Recommendation; Databases and Information Systems; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/9042; https://ink.library.smu.edu.sg/context/sis_research/article/10045/viewcontent/2405.20565v1_av.pdf
• Institution: Singapore Management University

Incorporating Knowledge Graphs (KGs) into Recommendation has attracted growing attention in industry, due to the great potential of KG in providing abundant supplementary information and interpretability for the underlying models. However, simply integrating KG into recommendation usually brings in...