Interdependent-path Recurrent Embedding for Knowledge Graph-aware Recommendation

• Published in: Journal of Applied Science and Engineering Vol. 29; no. 3; pp. 531 - 543
• Main Authors: Xiao Sha, Jianwen Wang, Xiaoran Xu, Jianchuan Ding
• Format: Journal Article
• Language: English
• Published: Tamkang University Press 2026
• Subjects: attention mechanism; collaborative filtering; knowledge graphs; recommender systems

Knowledge graphs (KGs) have demonstrated their effectiveness in providing high-quality recommendations by incorporating rich semantic relationships between entities. However, existing KG-aware recommendation methods face significant challenges in sufficiently exploiting both the structural and seman...