A Review-aware Graph Contrastive Learning Framework for Recommendation

Author:

Shuai Jie1,Zhang Kun1,Wu Le1,Sun Peijie1,Hong Richang1,Wang Meng1,Li Yong2

Affiliation:

1. Hefei University of Technology, Hefei, China

2. Tsinghua University, Beijing, China

Funder

CCF-AFSG Research Fund

the National Natural Science Foundation of China

the Open Project Program of the National Laboratory of Pattern Recognition (NLPR)

the Co-operative Innovation Project of Colleges in Anhui

the Young Elite Scientists Sponsorship Program by CAST and ISZ

Publisher

ACM

Reference55 articles.

1. Georgios Alexandridis Thanos Tagaris Giorgos Siolas and Andreas Stafylopatis. 2019. From Free -Text User Reviews to Product Recommendation Using Paragraph Vectors and Matrix Factorization. In WWW. 335--343. Georgios Alexandridis Thanos Tagaris Giorgos Siolas and Andreas Stafylopatis. 2019. From Free -Text User Reviews to Product Recommendation Using Paragraph Vectors and Matrix Factorization. In WWW. 335--343.

2. Mutual Information Neural Estimation;Belghazi Mohamed Ishmael;ICML,2018

3. David M. Blei , Andrew Y. Ng , and Michael I . Jordan . 2003 . Latent Dirichlet Allocation. JMLR ( 2003), 993--1022. David M. Blei, Andrew Y. Ng, and Michael I. Jordan. 2003. Latent Dirichlet Allocation. JMLR (2003), 993--1022.

4. Jiangxia Cao Xixun Lin Shu Guo Luchen Liu Tingwen Liu and Bin Wang. 2021. Bipartite Graph Embedding via Mutual Information Maximization. In WSDM. 635--643. Jiangxia Cao Xixun Lin Shu Guo Luchen Liu Tingwen Liu and Bin Wang. 2021. Bipartite Graph Embedding via Mutual Information Maximization. In WSDM. 635--643.

5. Rose Catherine and William Cohen. 2017. TransNets: Learning to Transform for Recommendation. In RecSys. 288--296. Rose Catherine and William Cohen. 2017. TransNets: Learning to Transform for Recommendation. In RecSys. 288--296.

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