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GeoAI enabled urban computing: status and challenges
14 references·0 citing·46 second hop
GeoAI enabled urban computing: status and challenges (2025)GeoAI enabled urban computing: status and…Towards the next generation of Geospatial Artificial Intelligence (2025)Towards the next generation o…A five-year milestone: reflections on advances and limitations in GeoAI research (2024)A five-year milestone: reflec…GeoAI in urban analytics (2023)GeoAI in urban analyticsTowards general-purpose representation learning of polygonal geometries (2022)Towards general-purpose repre…Narrative Cartography with Knowledge Graphs (2022)Narrative Cartography with Kn…A review of location encoding for GeoAI: methods and applications (2022)A review of location encoding…Street view imagery in urban analytics and GIS: A review (2021)Street view imagery in urban …Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction (2021)Spatio-Temporal Urban Knowled…Aligning geographic entities from historical maps for building knowledge graphs (2020)Aligning geographic entities …A Review of Recent Researches and Reflections on Geospatial Artificial Intelligence (2020)A Review of Recent Researches…Mapping spatio-temporal patterns and detecting the factors of traffic congestion with multi-source data fusion and mining techniques (2019)Mapping spatio-temporal patte…GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)GeoAI: spatially explicit art…From Motion Activity to Geo-Embeddings: Generating and Exploring Vector Representations of Locations, Traces and Visitors through Large-Scale Mobility Data (2019)From Motion Activity to Geo-E…Urban computing with taxicabs (2011)Urban computing with taxicabsReality mining: sensing complex social systems (2005)Understanding intra-urban trip patterns from taxi trajectory data (2012)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Revealing travel patterns and city structure with taxi trip data (2015)Predictability of population displacement after the 2010 Haiti earthquake (2012)Approaching the Limit of Predictability in Human Mobility (2013)Returners and explorers dichotomy in human mobility (2015)Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks (2021)City2vec: Urban knowledge discovery based on population mobile network (2022)Recognizing mixed urban functions from human activities using representation learning methods (2023)Understanding individual human mobility patterns (2008)Travel and the Built Environment (2010)A measure of spatial stratified heterogeneity (2016)Understanding the Impacts of the COVID-19 Pandemic on Public Transportation Travel Patterns in the City of Lisbon (2021)Exploring the spatiotemporal pattern of traffic congestion performance of large cities in China: A real-time data based investigation (2022)Land Use Impacts on Traffic Congestion Patterns: A Tale of a Northwestern Chinese City (2022)Examining the Challenges of Scientific Workflows (2007)The Fourth Paradigm: Data-Intensive Scientific Discovery (2009)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Autonomous GIS: the next-generation AI-powered GIS (2023)The ethics of using artificial intelligence in scientific research: new guidance needed for a new tool (2024)Friendship and mobility (2011)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)DeepMove (2018)Activity-Aware Human Mobility Prediction With Hierarchical Graph Attention Recurrent Network (2024)An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques (2024)Next location prediction using heterogeneous graph-based fusion network with physical and social awareness (2024)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)The Modifiable Areal Unit Problem in Multivariate Statistical Analysis (1991)Symbolic and subsymbolic GeoAI : Geospatial knowledge graphs and spatially explicit machine learning (2022)Computational Social Science (2009)Move and remove: Multi-task learning for building simplification in vector maps with a graph convolutional neural network (2023)Sphere2Vec: A general-purpose location representation learning over a spherical surface for large-scale geospatial predictions (2023)Deep learning in automatic map generalization: achievements and challenges (2025)Citizens as sensors: the world of volunteered geography (2007)Twitter mood predicts the stock market (2011)Multiscale Geographically Weighted Regression (MGWR) (2017)Identifying slum areas: A multidimensional analysis leveraging with explanatory machine learning techniques (2025)Geographically Weighted Regression (1998)On the Opportunities and Risks of Foundation Models (2021)CartoAgent: a multimodal large language model-powered multi-agent cartographic framework for map style transfer and evaluation (2025)GeoAI in Topographic Mapping: Navigating the Future of Opportunities and Risks (2025)GeoAgent: a hierarchical LLM-based multi-agent architecture for autonomous spatial analysis (2026)Assessing bikeability with street view imagery and computer vision (2021)Examining the association between the built environment and pedestrian volume using street view images (2022)Quality of crowdsourced geospatial building information: A global assessment of OpenStreetMap attributes (2023)
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References

  • 2021Street view imagery in urban analytics and GIS: A review942 cited
  • 2019GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond605 cited
  • 2011Urban computing with taxicabs529 cited
  • 2022A review of location encoding for GeoAI: methods and applications173 cited
  • 2025Towards the next generation of Geospatial Artificial Intelligence96 cited
  • 2019Mapping spatio-temporal patterns and detecting the factors of traffic congestion with multi-source data fusion and mining techniques92 cited
  • 2021Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction59 cited
  • 2019From Motion Activity to Geo-Embeddings: Generating and Exploring Vector Representations of Locations, Traces and Visitors through Large-Scale Mobility Data50 cited
  • 2022Towards general-purpose representation learning of polygonal geometries49 cited
  • 2024A five-year milestone: reflections on advances and limitations in GeoAI research48 cited
  • 2020Aligning geographic entities from historical maps for building knowledge graphs40 cited
  • 2022Narrative Cartography with Knowledge Graphs30 cited
  • 2023GeoAI in urban analytics30 cited
  • 2020A Review of Recent Researches and Reflections on Geospatial Artificial Intelligence23 cited

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