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Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information
7 references·0 citing·39 second hop
Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information (2023)Towards an Integrated View of Semantic An…Multi-Graph Fusion Networks for Urban Region Embedding (2022)Multi-Graph Fusion Networks f…Estimating urban functional distributions with semantics preserved POI embedding (2022)Estimating urban functional d…Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests (2022)Beyond the First Law of Geogr…A framework for urban land use classification by integrating the spatial context of points of interest and graph convolutional neural network method (2022)A framework for urban land us…A geographic data science framework for the functional and contextual analysis of human dynamics within global cities (2020)A geographic data science fra…A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs (2016)A Spatial-Temporal Topic Mode…On the semantic annotation of places in location-based social networks (2011)On the semantic annotation of…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)Location-Based Social Networks: Users (2011)Inferring anchor links across multiple heterogeneous social networks (2013)What's Your Next Move: User Activity Prediction in Location-based Social Networks (2013)ArnetMiner (2008)Comparing Twitter and Traditional Media Using Topic Models (2011)Discovering regions of different functions in a city using human mobility and POIs (2012)Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modeling (2018)A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs (2023)TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation (2023)Growth, innovation, scaling, and the pace of life in cities (2007)Computational Social Science (2009)Travel and the Built Environment (2010)Semantic Enhancement of Human Urban Activity Chain Construction Using Mobile Phone Signaling Data (2021)Graph-based mobility profiling (2022)Reconstructing human activities via coupling mobile phone data with location-based social networks (2023)Region Representation Learning via Mobility Flow (2017)Representing Urban Functions through Zone Embedding with Human Mobility Patterns (2018)Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations (2019)Urban Region Embedding via Multi-View Contrastive Prediction (2024)Urban region representation learning with human trajectories: a multi-view approach incorporating transition, spatial, and temporal perspectives (2024)The Compact City (2003)The Geography of Transport Systems (2013)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Recognizing mixed urban functions from human activities using representation learning methods (2023)Urban Region Representation Learning with OpenStreetMap Building Footprints (2023)A review of crowdsourced geographic information for land-use and land-cover mapping: current progress and challenges (2024)Geospatial Big Data: Challenges and Opportunities (2015)Mining point-of-interest data from social networks for urban land use classification and disaggregation (2015)Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest (2022)Conflating point of interest (POI) data: A systematic review of matching methods (2023)Machine learning in cartography (2024)Tobler's First Law and Spatial Analysis (2004)Predicting neighborhoods’ socioeconomic attributes using restaurant data (2019)Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data (2024)FlexiReg: Flexible Urban Region Representation Learning (2025)Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning (2025)
this work references cited by second hop

References

  • 2011On the semantic annotation of places in location-based social networks231 cited
  • 2022Estimating urban functional distributions with semantics preserved POI embedding121 cited
  • 2022A framework for urban land use classification by integrating the spatial context of points of interest and graph convolutional neural network method97 cited
  • 2022Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests82 cited
  • 2022Multi-Graph Fusion Networks for Urban Region Embedding57 cited
  • 2020A geographic data science framework for the functional and contextual analysis of human dynamics within global cities51 cited
  • 2016A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs41 cited

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