Spatial Data and Intelligence [electronic resource] : Third International Conference, SpatialDI 2022, Wuhan, China, August 5–7, 2022, Revised Selected Papers /

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 Visualanalysis 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.