Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction

1 November 2021

Huandong Wang

Qiaohong Yu

Yu Liu

Depeng Jin

Yong Li

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Papers citing "Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction"

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Title
A Dataset for Spatiotemporal-Sensitive POI Question Answering Xiao Han Dayan Pan Xiangyu Zhao Xuyuan Hu Zhaolin Deng Xiangjie Kong Guojiang Shen 7 0 0 16 May 2025
STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models Liyue Chen Jiangyi Fang Tengfei Liu Fangyuan Gao Leye Wang AI4TS 31 0 0 08 Jan 2025
Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network Yihong Tang Junlin He Zhan Zhao HAI 42 5 0 03 Jan 2025
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN Zhilun Zhou Jingyang Fan Yu Liu Fengli Xu Depeng Jin Yong Li 24 1 0 29 Oct 2024
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network Yatao Zhang Yi Wang Song Gao Martin Raubal AI4TS 37 1 0 25 Jul 2024
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System Ge Fan Chaoyun Zhang Kai Wang Yingjie Li Junyang Chen Zenglin Xu 36 1 0 28 Jun 2024
Spatio-Temporal Field Neural Networks for Air Quality Inference Yutong Feng Qiongyan Wang Yutong Xia Junlin Huang Siru Zhong Keli Zhang 37 0 0 02 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Keli Zhang HAI AI4TS 47 37 0 29 Feb 2024
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding Ruiyi Yang Flora D. Salim Hao Xue AI4TS 18 3 0 19 Feb 2024
Question Answering Over Spatio-Temporal Knowledge Graph Xinbang Dai Huiying Li Guilin Qi 11 0 0 18 Feb 2024
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction Yansong Ning Hao Liu LLMAG 31 2 0 10 Feb 2024
Hyper-Relational Knowledge Graph Neural Network for Next POI Jixiao Zhang Yongkang Li Ruotong Zou Jingyuan Zhang Z. Fan Xuan Song 11 2 0 28 Nov 2023
Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion Zhilun Zhou Jingtao Ding Yu Liu Depeng Jin Yong Li DiffM AI4CE 42 22 0 19 Sep 2023
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects Jiapu Wang Boyue Wang M. Qiu Shirui Pan Bo Xiong ... Linhao Luo Tengfei Liu Yongli Hu Baocai Yin Wen Gao 38 19 0 04 Aug 2023
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction Yansong Ning Hao Liu Hao Wang Zhenyu Zeng Hui Xiong AI4TS 29 24 0 20 Jun 2023
Multi-Temporal Relationship Inference in Urban Areas Shuangli Li Jingbo Zhou Ji Liu Tong Xu Enhong Chen Hui Xiong 27 3 0 15 Jun 2023
Spatio-temporal Diffusion Point Processes Yuan Yuan Jingtao Ding Chenyang Shao Depeng Jin Yong Li DiffM 23 43 0 21 May 2023
Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction Yu Liu Xin Zhang Jingtao Ding Yanxin Xi Yong Li 19 34 0 25 Feb 2023
Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang Haotong Du Quanming Yao Xuelong Li 22 11 0 30 Oct 2022
Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network Zongyuan Huang S. Xu Menghan Wang Hans-Georg Wu Yanyan Xu Yaohui Jin HAI 16 14 0 12 Jun 2022
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 184 1,941 0 02 Feb 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019