Spatial Data and Intelligence [electronic resource] : Third International Conference, SpatialDI 2022, Wuhan, China, August 5-7, 2022, Revised Selected Papers / edited by Huayi Wu, Yu Liu, Jianzhong Li, Xiaofeng Meng, Qingfeng Guan, Xuan Song, Guoqiong Liao, Guoliang Li.

Traffic Management -- Coarse-Grained Path Planning under Dynamic -- Jointly Modeling Intersections and Road Segments for Travel -- We-map Orientation Method Suitable for General -- Feature Extraction and Marking Method of Inertial Navigation Trajectory -- Spatio-temporal disparity of traffic accidents between the elderly -- Data science -- Using DBSCAN-RF Algorithm and Multi-source Features to -- Diversified Top-k Spatial Pattern Matching -- Information Diffusion Prediction Based on Deep Attention -- AIS Data Driven CNN-BiGRU Model -- Heterogeneous Network Representation Learning Based on -- GWmodelS: a high-performance computing framework for -- Spatio-temporal Variability of Global Aerosol -- City Analysis -- Research on the prediction model of sites in Kashgar -- Research on the spatial characteristics of high-density urban road network and -- Hot Public Appeal Extraction and Visual analysis Combined BERT -- Study on the differences of urban thermal environment -- Response of urban park visitor behavior -- MAHGE: Point-of-Interest Recommendation using Meta-path -- A Novel Method for Groups Identification.

This book constitutes the refereed proceedings of the Third International Conference, SpatialDI 2022, Wuhan, China, August 5-7, 2022, Revised Selected Papers. The 19 full papers and 1 short paper included in this book were carefully reviewed and selected from 77 submissions. They were organized in topical sections as follows: Traffic Management, Data science, City Analysis.