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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.

Contributor(s): Wu, Huayi [editor.] | Liu, Yu [editor.] | Li, Jianzhong [editor.] | Meng, Xiaofeng [editor.] | Guan, Qingfeng [editor.] | Song, Xuan [editor.] | Liao, Guoqiong [editor.] | Li, Guoliang [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13614Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: X, 281 p. 108 illus., 81 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031245213.Subject(s): Application software | Computer and Information Systems ApplicationsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.3 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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.
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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.

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