Unifying Task-Oriented Knowledge Graph Learning and Recommendation

Incorporating knowledge graphs (KGs) into recommender systems (knowledge-aware recommendation) to improve the recommendation accuracy and explainability has attracted considerable research efforts. However, existing methods largely assume that KGs are complete when transferring knowledge from them,...

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Bibliographic Details
Main Authors: Qianyu Li, Xiaoli Tang, Tengyun Wang, Haizhi Yang, Hengjie Song
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8784213/