BKGNN-TI: A Bilinear Knowledge-Aware Graph Neural Network Fusing Text Information for Recommendation

BKGNN-TI: A Bilinear Knowledge-Aware Graph Neural Network Fusing Text Information for Recommendation

Abstract Knowledge graph (KG)-based recommendation methods effectively alleviate the data sparsity and cold-start problems in collaborative filtering. Among these methods, neighborhood-based methods are the mainstream methods. However, these methods ignore some meta-information about the items, spec...

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Bibliographic Details
Main Authors: Yang Zhang, Chuanzhen Li, Juanjuan Cai, Yuchen Liu, Hui Wang
Format: Article
Language:English
Published: Springer 2022-11-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Recommender systems
Knowledge graph
Bilinear collector
Feature interaction
Online Access:https://doi.org/10.1007/s44196-022-00154-w

Internet

https://doi.org/10.1007/s44196-022-00154-w

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