Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks

Author:

Chen Xiangtai1,Tang Tao2,Ren Jing3,Lee Ivan4,Chen Honglong5,Xia Feng3

Affiliation:

1. Dalian University of Technology, China

2. School of Engineering, IT and Physical Sciences, Federation University Australia, Ballarat, VIC 3353, Australia, Australia

3. Federation University Australia, Australia

4. University of South Australia, Australia

5. China University of Petroleum, China

Publisher

ACM

Reference40 articles.

1. Monya Baker . 2015. Social media: A network boost. Nature 518, 7538 ( 2015 ), 263–265. Monya Baker. 2015. Social media: A network boost. Nature 518, 7538 (2015), 263–265.

2. metapath2vec

3. Tom Fawcett . 2006. An introduction to ROC analysis. Pattern recognition letters 27, 8 ( 2006 ), 861–874. Tom Fawcett. 2006. An introduction to ROC analysis. Pattern recognition letters 27, 8 (2006), 861–874.

4. Tao-yang Fu, Wang-Chien Lee , and Zhen Lei . 2017 . Hin2vec: Explore meta-paths in heterogeneous information networks for representation learning . In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. 1797–1806 . Tao-yang Fu, Wang-Chien Lee, and Zhen Lei. 2017. Hin2vec: Explore meta-paths in heterogeneous information networks for representation learning. In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. 1797–1806.

5. Teng Guo , Feng Xia , Shihao Zhen , Xiaomei Bai , Dongyu Zhang , Zitao Liu , and Jiliang Tang . 2020 . Graduate Employment Prediction with Bias . In Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 34 . 670–677. Teng Guo, Feng Xia, Shihao Zhen, Xiaomei Bai, Dongyu Zhang, Zitao Liu, and Jiliang Tang. 2020. Graduate Employment Prediction with Bias. In Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 34. 670–677.

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4. A Personalized Explainable Learner Implicit Friend Recommendation Method;Data Science and Engineering;2023-01-27

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