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KGAT: Knowledge Graph Attention Network for Recommendation #4

Open jchanxtarov opened 3 years ago

jchanxtarov commented 3 years ago

Information

Authors: Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua
Date: July 2019
Published By: KDD '19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Link

https://arxiv.org/pdf/1905.07854.pdf

Overview

Learning while minimizing the losses for both purchase interactions and side-information at the same time
Considering high-order relationships by graph convolution
Addressing a cold start problem by considering knowledge graph
Has the potential to be applied to explainable recommendations

Others

Reference (for understanding)

jchanxtarov commented 3 years ago

I wrote this. https://techblog.zozo.com/entry/explainable-recommendation-kgat