SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
POI Mining for Land Use Classification: A Case Study
16 references·0 citing·36 second hopsampled
POI Mining for Land Use Classification: A Case Study (2020)POI Mining for Land Use Classification: A…Exploring Millions of Footprints in Location Sharing Services (2021)Exploring Millions of Footpri…Land use discovery based on Volunteer Geographic Information classification (2019)Land use discovery based on V…Mapping Urban Functional Zones by Integrating Very High Spatial Resolution Remote Sensing Imagery and Points of Interest: A Case Study of Xiamen, China (2018)Mapping Urban Functional Zone…Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs (2018)Beyond Word2vec: An approach …Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Extracting urban functional r…Classifying urban land use by integrating remote sensing and social media data (2017)Classifying urban land use by…City dynamics through Twitter: Relationships between land use and spatiotemporal demographics (2017)City dynamics through Twitter…The geography of Twitter topics in London (2016)The geography of Twitter topi…Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model (2016)Sensing spatial distribution …Mining point-of-interest data from social networks for urban land use classification and disaggregation (2015)Mining point-of-interest data…Inferring trip purposes and uncovering travel patterns from taxi trajectory data (2015)Inferring trip purposes and u…Spectral clustering for sensing urban land use using Twitter activity (2014)Spectral clustering for sensi…Inferring Urban Land Use Using Large-Scale Social Media Check-in Data (2014)Inferring Urban Land Use Usin…Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)Discovering Urban Functional …An assessment of a collaborative mapping approach for exploring land use patterns for several European metropolises (2014)An assessment of a collaborat…Discovering regions of different functions in a city using human mobility and POIs (2012)Discovering regions of differ…Map projections: A working manual (1987)Driving with knowledge from the physical world (2011)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Urban big data fusion based on deep learning: An overview (2019)Understanding individual human mobility patterns (2008)Modelling the scaling properties of human mobility (2010)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Big Data Analytics in Intelligent Transportation Systems: A Survey (2018)Measuring social functions of city regions from large-scale taxi behaviors (2011)Urban computing with taxicabs (2011)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Urban Computing (2014)UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning (2002)A comparison of string distance metrics for name-matching tasks (2003)Measurements of POI-based mixed use and their relationships with neighbourhood vibrancy (2016)The scaling laws of human travel (2006)Limits of Predictability in Human Mobility (2010)Geo-located Twitter as proxy for global mobility patterns (2014)Citizens as sensors: the world of volunteered geography (2007)I tweet honestly, I tweet passionately: Twitter users, context collapse, and the imagined audience (2010)Twitter mood predicts the stock market (2011)Social Media data: Challenges, opportunities and limitations in urban studies (2018)Identifying urban spatial structure and urban vibrancy in highly dense cities using georeferenced social media data (2019)Passive crowdsourcing of social media in environmental research: A systematic map (2019)Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)A human-machine adversarial scoring framework for urban perception assessment using street-view images (2019)Environment and Planning b: Planning and Design (1998)Portraying the spatial dynamics of urban vibrancy using multisource urban big data (2019)Natural Scales in Geographical Patterns (2017)Natural Scales in Geographical Patterns (2017)Unsupervised machine learning in urban studies: A systematic review of applications (2022)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach (2021)Machine learning for spatial analyses in urban areas: a scoping review (2022)Points of Interest (POI): a commentary on the state of the art, challenges, and prospects for the future (2022)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 2012Discovering regions of different functions in a city using human mobility and POIs1,151 cited
  • 2021Exploring Millions of Footprints in Location Sharing Services692 cited
  • 2016Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model490 cited
  • 2017Extracting urban functional regions from points of interest and human activities on location‐based social networks482 cited
  • 2014Discovering Urban Functional Zones Using Latent Activity Trajectories413 cited
  • 2017Classifying urban land use by integrating remote sensing and social media data368 cited
  • 2015Mining point-of-interest data from social networks for urban land use classification and disaggregation337 cited
  • 2018Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs261 cited
  • 2015Inferring trip purposes and uncovering travel patterns from taxi trajectory data261 cited
  • 2016The geography of Twitter topics in London220 cited
  • 2014Spectral clustering for sensing urban land use using Twitter activity210 cited
  • 2018Mapping Urban Functional Zones by Integrating Very High Spatial Resolution Remote Sensing Imagery and Points of Interest: A Case Study of Xiamen, China118 cited
  • 2017City dynamics through Twitter: Relationships between land use and spatiotemporal demographics117 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2014
Inferring Urban Land Use Using Large-Scale Social Media Check-in Data
102 cited
  • 2014An assessment of a collaborative mapping approach for exploring land use patterns for several European metropolises99 cited
  • 2019Land use discovery based on Volunteer Geographic Information classification19 cited
  • Cited by

    No citing works inside the corpus for this window.