DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation

Author:

Qin Yifang1ORCID,Wang Yifan1ORCID,Sun Fang1ORCID,Ju Wei1ORCID,Hou Xuyang2ORCID,Wang Zhe2ORCID,Cheng Jia2ORCID,Lei Jun2ORCID,Zhang Ming1ORCID

Affiliation:

1. Peking University, Beijing, China

2. Meituan, Beijing, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

ACM

Reference44 articles.

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2. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

3. Chen Cheng , Haiqin Yang , Irwin King , and Michael Lyu . 2012 . Fused matrix factorization with geographical and social influence in location-based social networks . In Proceedings of the AAAI conference on artificial intelligence , Vol. 26 . 17--23. Chen Cheng, Haiqin Yang, Irwin King, and Michael Lyu. 2012. Fused matrix factorization with geographical and social influence in location-based social networks. In Proceedings of the AAAI conference on artificial intelligence, Vol. 26. 17--23.

4. Chen Cheng Haiqin Yang Michael R Lyu and Irwin King. 2013. Where you like to go next: Successive point-of-interest recommendation. In Twenty-Third international joint conference on Artificial Intelligence. Chen Cheng Haiqin Yang Michael R Lyu and Irwin King. 2013. Where you like to go next: Successive point-of-interest recommendation. In Twenty-Third international joint conference on Artificial Intelligence.

5. Yunfei Chu , Xiaofu Chang , Kunyang Jia , Jingzhen Zhou , and Hongxia Yang . 2021. Dynamic Sequential Graph Learning for Click-Through Rate Prediction. arXiv preprint arXiv:2109.12541 ( 2021 ). Yunfei Chu, Xiaofu Chang, Kunyang Jia, Jingzhen Zhou, and Hongxia Yang. 2021. Dynamic Sequential Graph Learning for Click-Through Rate Prediction. arXiv preprint arXiv:2109.12541 (2021).

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