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Hierarchical geographical modeling of user locations from social media posts
4 references·16 citing·41 second hop
Hierarchical geographical modeling of user locations from social media posts (2013)Hierarchical geographical modeling of use…Exploring Millions of Footprints in Location Sharing Services (2021)Exploring Millions of Footpri…Supervised Text-based Geolocation Using Language Models on an Adaptive Grid (2012)Supervised Text-based Geoloca…Discovering geographical topics in the twitter stream (2012)Discovering geographical topi…Friendship and mobility (2011)Friendship and mobilityMetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning (2022)MetaGeo: A General Framework …Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities (2021)Where Is the Soho of Rome? Me…Twitter User Location Inference Based on Representation Learning and Label Propagation (2020)Twitter User Location Inferen…Multiple-Aspect Attentional Graph Neural Networks for Online Social Network User Localization (2020)Multiple-Aspect Attentional G…An overview of microblog user geolocation methods (2020)An overview of microblog user…Twitter user geolocation by filtering of highly mentioned users (2018)Twitter user geolocation by f…Mining location from social media: A systematic review (2018)Mining location from social m…Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction (2017)Unifying Text, Metadata, and …Tweet Geolocation (2017)Tweet GeolocationText-based geolocation prediction of social media users with neural networks (2017)Text-based geolocation predic…Modeling Urban Behavior by Mining Geotagged Social Data (2016)Modeling Urban Behavior by Mi…Who, Where, When, and What (2015)Who, Where, When, and WhatSpatio-Temporal Topic Models for Check-in Data (2015)Spatio-Temporal Topic Models …Home is where your friends are: Utilizing the social graph to locate twitter users in a city (2015)Home is where your friends ar…Following soccer fans from geotagged tweets at FIFA World Cup 2014 (2015)Following soccer fans from ge…Hierarchical Discriminative Classification for Text-Based Geolocation (2014)Hierarchical Discriminative C…Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Spatiotemporal Sequential Influence Modeling for Location Recommendations (2015)PRED (2017)Evolution and impact of bias in human and machine learning algorithm interaction (2020)Birds of a Feather: Homophily in Social Networks (2001)Power-Law Distributions in Empirical Data (2009)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)DeepMove (2018)Power-law distributions in empirical data (2018)Find me if you can (2010)You are where you tweet (2010)Modifiable Areal Unit Problem (2017)Twitter Geolocation (2018)A Hierarchical Location Prediction Neural Network for Twitter User Geolocation (2019)Finding your friends and following them to where you are (2012)Geolocation Prediction in Social Media Data by Finding Location Indicative Words (2012)Semi-supervised User Geolocation via Graph Convolutional Networks (2018)Bridging the gap between physical location and online social networks (2010)The Effect of Population and "Structural" Biases on Social Media-based Algorithms (2017)The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)PredicTour: Predicting Mobility Patterns of Tourists Based on Social Media User’s Profiles (2022)From intangible to tangible: The role of big data and machine learning in walkability studies (2024)The scaling laws of human travel (2006)Geo-located Twitter as proxy for global mobility patterns (2014)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Identifying user geolocation with Hierarchical Graph Neural Networks and explainable fusion (2021)Scoping studies: towards a methodological framework (2005)Social Media in Tourism and Hospitality: A Literature Review (2013)Harnessing the power of machine learning: Can Twitter data be useful in guiding resource allocation decisions during a natural disaster? (2019)Using geotagged tweets to track population movements to and from Puerto Rico after Hurricane Maria (2020)Understanding the Relationship between Urban Public Space and Social Cohesion: A Systematic Review (2024)Towards social user profiling (2012)A survey on event and subevent detection from microblog data towards crisis management (2022)A data-driven clustering approach for assessing spatiotemporal vulnerability to urban emergencies (2024)EEG-based emotion recognition using graph convolutional neural network with dual attention mechanism (2024)A Survey of Location Prediction on Twitter (2018)Social-media data for urban sustainability (2018)Characterizing Geographic Variation in Well-Being Using Tweets (2021)
this work references cited by second hop

References

  • 2011Friendship and mobility2,912 cited
  • 2021Exploring Millions of Footprints in Location Sharing Services685 cited
  • 2012Discovering geographical topics in the twitter stream378 cited
  • 2012Supervised Text-based Geolocation Using Language Models on an Adaptive Grid190 cited

Cited by

  • 2014Hierarchical Discriminative Classification for Text-Based Geolocation105 cited
  • 2018Mining location from social media: A systematic review102 cited
  • 2015Who, Where, When, and What82 cited
  • 2017Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction77 cited
  • 2021Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities52 cited
  • 2020Multiple-Aspect Attentional Graph Neural Networks for Online Social Network User Localization38 cited
  • 2016Modeling Urban Behavior by Mining Geotagged Social Data32 cited
  • 2020An overview of microblog user geolocation methods31 cited
  • 2017Text-based geolocation prediction of social media users with neural networks29 cited
  • 2015Home is where your friends are: Utilizing the social graph to locate twitter users in a city28 cited
  • 2017

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Tweet Geolocation
23 cited
  • 2020Twitter User Location Inference Based on Representation Learning and Label Propagation23 cited
  • 2015Spatio-Temporal Topic Models for Check-in Data21 cited
  • 2022MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning21 cited
  • 2015Following soccer fans from geotagged tweets at FIFA World Cup 201421 cited
  • 2018Twitter user geolocation by filtering of highly mentioned users21 cited