TY - BOOK AU - Meng,Xiaofeng AU - Li,Xiang AU - Xu,Jianqiu AU - Zhang,Xueying AU - Fang,Yuming AU - Zheng,Bolong AU - Li,Yafei ED - SpatialDI (Conference) TI - Spatial data and intelligence: 4th International Conference, SpatialDI 2023, Nanchang, China, April 13-15, 2023, Proceedings T2 - Lecture notes in computer science, SN - 9783031329104 AV - G70.217.G46 U1 - 910.285 23/eng/20230517 PY - 2023/// CY - Cham PB - Springer KW - Geospatial data KW - Computer processing KW - Congresses KW - Traffic engineering KW - Data processing KW - City planning KW - Données géospatiales KW - Informatique KW - Congrès KW - fast KW - Dades geoespacials KW - thub KW - Enginyeria del trànsit KW - Urbanisme KW - Processament de dades KW - Geography KW - Science KW - proceedings (reports) KW - aat KW - Conference papers and proceedings KW - lcgft KW - Actes de congrès KW - rvmgf KW - Congressos KW - Llibres electrònics N1 - Includes author index; Traffic Management -- APADGCN: Adaptive Partial Attention Diffusion Graph Convolutional Network for Traffic Flow Forecasting -- DeepParking: Deep Learning-based Planning Method for Autonomous Parking -- Recommendations for Urban Planning based on Non-motorized Travel Data and Street Comfort -- A Composite Grid Clustering Algorithm based on Density and Balance Degree -- Visualization Analysis -- Research on the Visualization Method of Weibo User Sentiment Analysis based on IP Affiliation and Comment Content -- Village Web 3D Visualization System based on Cesium -- Spatial Big Data Analysis -- Spatial-Aware Community Search over Heterogeneous Information Networks -- Ship Classification Based on Trajectories Data and LightGBM Considering Offshore Distance Feature -- CDGCN: An Effective and Efficient Algorithm based on Community Detection for Training Deep and Large Graph Convolutional Networks -- Investigate the Relationship between Traumatic Occurrences and Socio-economic Status based on Geographic Information System (GIS): The Case of Qingpu in Shanghai, China -- Contact Query Processing based on Spatiotemporal Trajectory -- Influential Community Search over Large Heterogeneous Information Networks -- Spatiotemporal Data Mining -- Fast Mining Prevalent Co-location Patterns over Dense Spatial Datasets -- Continuous Sub-prevalent Co-location Pattern Mining -- The Abnormal Detection Method of Ship Trajectory with Adaptive Transformer Model based on Migration Learning -- Spatiotemporal Data Storage -- A Comparative Study of Row and Column Storage for Time Series Data -- LOACR: A Cache Replacement Method Based on Loop Assist -- Metaverse -- Unifying Reality and Virtuality: Constructing a Cohesive Metaverse Using Complex Numbers N2 - This book constitutes the refereed proceedings of the 4th International Conference on Spatial Data and Intelligence, SpatialDI 2023, held in Nanchang, China, in April 13-15, 2023. The 18 full papers included in this book were carefully reviewed and selected from 68 submissions. They were organized in topical sections as follows: traffic management; visualization analysis; spatial big data analysis; spatiotemporal data mining; spatiotemporal data storage; and metaverse UR - https://link.springer.com/10.1007/978-3-031-32910-4 ER -