SocialLGN: Light graph convolution network for social recommendation

Author:

Liao Jie,Zhou Wei,Luo Fengji,Wen Junhao,Gao Min,Li Xiuhua,Zeng Jun

Funder

Australian Research Council

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference39 articles.

1. Joan Bruna, Wojciech Zaremba, Arthur Szlam, and Yann LeCun. Spectral networks and locally connected networks on graphs. In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14–16, 2014, Conference Track Proceedings, 2014.

2. Multi-label image recognition with graph convolutional networks;Chen,2019

3. Social influence: Compliance and conformity;Cialdini;Annu. Rev. Psychol.,2004

4. Michaël Defferrard, Xavier Bresson, and Pierre Vandergheynst. Convolutional neural networks on graphs with fast localized spectral filtering. In Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5–10, 2016, Barcelona, Spain, pages 3837–3845, 2016.

5. Wenqi Fan, Qing Li, and Min Cheng. Deep modeling of social relations for recommendation. In Proceedings of the AAAI Conference on Artificial Intelligence, volume 32, 2018.

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