An index of recommendation algorithms that are based on Graph Neural Networks.
Our survey Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions is available on arxiv: link
Please cite our survey paper if this index is helpful.
@article{gao2021graph,
title={Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions},
author={Gao, Chen and Zheng, Yu and Li, Nian and Li, Yinfeng and Qin, Yingrong and Piao, Jinghua and Quan, Yuhan and Chang, Jianxin and Jin, Depeng and He, Xiangnan and others},
journal={arXiv preprint arXiv:2109.12843},
year={2021}
}
Gao, C., Zheng, Y., Li, N., Li, Y., Qin, Y., Piao, J., Quan, Y., Chang, J., Jin, D., He, X., & Li, Y. (2021). Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions. arXiv preprint arXiv:2109.12843.
- GNN in different recommendation stages
- GNN in different recommendation scenarios
- GNN for different recommendation objectives