KMPR-AEP: Knowledge-Enhanced Multi-task Parallelized Recommendation Algorithm Incorporating Attention-Embedded Propagation

KMPR-AEP: Knowledge-Enhanced Multi-task Parallelized Recommendation Algorithm Incorporating Attention-Embedded Propagation

Abstract Existing knowledge graph-based recommendation algorithms either use Knowledge Graphs (KGs) as auxiliary information or use KG prediction tasks as regular terms to constrain recommendation with multi-task learning. However, the first method, which introduces multi-hop neighbors to enhance it...

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Bibliographic Details
Main Authors: Yang Zhang, Juanjuan Cai, Chuanzhen Li, Tong Li, Hui Wang
Format: Article
Language:English
Published: Springer 2024-08-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Attention embedding propagation
Knowledge graph embedding
Recommendation algorithms
Multi-task
Online Access:https://doi.org/10.1007/s44196-024-00625-2

Internet

https://doi.org/10.1007/s44196-024-00625-2

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