Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting-Reference-Cited by-同舟云学术

Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting

Published:2023-11-13 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems
language:
Short-container-title:

Author:

Hajisafi Arash¹^ORCID,Lin Haowen¹^ORCID,Shaham Sina¹^ORCID,Hu Haoji²^ORCID,Siampou Maria Despoina¹^ORCID,Chiang Yao-Yi²^ORCID,Shahabi Cyrus¹^ORCID

Affiliation:

1. University of Southern California, Los Angeles, United States

2. University of Minnesota, Minneapolis, United States

Funder

National Science Foundation

National Institutes of Health

Intelligence Advanced Research Projects Activity

National Geospatial-Intelligence Agency

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3589132.3625567

Reference43 articles.

1. USAD

2. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer normalization. arXiv preprint arXiv:1607.06450 (2016). Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016).

3. Jiandong Bai , Jiawei Zhu , Yujiao Song , Ling Zhao , Zhixiang Hou , Ronghua Du , and Haifeng Li. 2021. A3t-gcn: Attention temporal graph convolutional network for traffic forecasting. ISPRS International Journal of Geo-Information ( 2021 ), 485. Jiandong Bai, Jiawei Zhu, Yujiao Song, Ling Zhao, Zhixiang Hou, Ronghua Du, and Haifeng Li. 2021. A3t-gcn: Attention temporal graph convolutional network for traffic forecasting. ISPRS International Journal of Geo-Information (2021), 485.

4. Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu Congrui Huang Yunhai Tong Bixiong Xu Jing Bai Jie Tong etal 2020. Spectral temporal graph neural network for multivariate time-series forecasting. NeurIPS 33 (2020). Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu Congrui Huang Yunhai Tong Bixiong Xu Jing Bai Jie Tong et al. 2020. Spectral temporal graph neural network for multivariate time-series forecasting. NeurIPS 33 (2020).

5. Serina Chang , Emma Pierson , Pang Wei Koh , Jaline Gerardin, Beth Redbird, David Grusky, and Jure Leskovec. 2021 . Mobility network models of COVID-19 explain inequities and inform reopening. Nature 589, 7840 (2021), 82--87. Serina Chang, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, and Jure Leskovec. 2021. Mobility network models of COVID-19 explain inequities and inform reopening. Nature 589, 7840 (2021), 82--87.