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Mining human mobility patterns from social geo-tagged data
12 references·16 citing·36 second hop
Mining human mobility patterns from social geo-tagged data (2016)Mining human mobility patterns from socia…From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns (2013)From Tweets to Semantic Traje…Mining Travel Patterns from Geotagged Photos (2012)Mining Travel Patterns from G…Characterizing Urban Landscapes Using Geolocated Tweets (2012)Characterizing Urban Landscap…Travel route recommendation using geotags in photo sharing sites (2010)Travel route recommendation u…Photo2Trip (2010)Photo2TripBridging the gap between physical location and online social networks (2010)Bridging the gap between phys…Automatic construction of travel itineraries using social breadcrumbs (2010)Automatic construction of tra…Mining Individual Life Pattern Based on Location History (2009)Mining Individual Life Patter…Mining correlation between locations using human location history (2009)Mining correlation between lo…Mapping the world's photos (2009)Mapping the world's photosUnderstanding mobility based on GPS data (2008)Understanding mobility based …Learning transportation mode from raw gps data for geographic applications on the web (2008)Learning transportation mode …Comparison of home detection algorithms using smartphone GPS data (2024)Comparison of home detection …Analysis of mobility patterns for urban taxi ridership: the role of the built environment (2023)Analysis of mobility patterns…Understanding taxi ridership with spatial spillover effects and temporal dynamics (2022)Understanding taxi ridership …Modeling international mobility using roaming cell phone traces during COVID-19 pandemic (2022)Modeling international mobili…Metagraph-Based Life Pattern Clustering With Big Human Mobility Data (2022)Metagraph-Based Life Pattern …Characterizing the complex influence of the urban built environment on the dynamic population distribution of Shenzhen, China, using geographically and temporally weighted regression (2021)Characterizing the complex in…Using Flickr Geotagged Photos to Estimate Visitor Trajectories in World Heritage Cities (2020)Using Flickr Geotagged Photos…NexT: A framework for next-place prediction on location based social networks (2020)NexT: A framework for next-pl…Flickr data for analysing tourists’ spatial behaviour and movement patterns (2020)Flickr data for analysing tou…Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data (2020)Activity knowledge discovery:…Using Location-Based Social Media Data to Observe Check-In Behavior and Gender Difference: Bringing Weibo Data into Play (2018)Using Location-Based Social M…Spatial-Temporal Analysis of Human Dynamics on Urban Land Use Patterns Using Social Media Data by Gender (2018)Spatial-Temporal Analysis of …Mining Individual Similarity by Assessing Interactions with Personally Significant Places from GPS Trajectories (2018)Mining Individual Similarity …Big Data Analysis to Observe Check-in Behavior Using Location-Based Social Media Data (2018)Big Data Analysis to Observe …A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning (2017)A New Approach to Predict use…Tagging in Volunteered Geographic Information: An Analysis of Tagging Practices for Cities and Urban Regions in OpenStreetMap (2016)Tagging in Volunteered Geogra…Determining Sample Size for Research Activities (1970)Exploring the travel behaviors of inbound tourists to Hong Kong using geotagged photos (2014)Mapping Cilento: Using geotagged social media data to characterize tourist flows in southern Italy (2016)Using GPS to learn significant locations and predict movement across multiple users (2003)Predestination: Inferring Destinations from Partial Trajectories (2006)LORE (2014)Optimization approaches for generalization and data abstraction (2005)"I'm eating a sandwich in Glasgow" (2011)Spectral clustering for sensing urban land use using Twitter activity (2014)Detection and Resolution of Rumours in Social Media (2018)Population Bias in Geotagged Tweets (2021)Inferring High-Level Behavior from Low-Level Sensors (2003)Learning and inferring transportation routines (2007)What's Your Next Move: User Activity Prediction in Location-based Social Networks (2013)Analysis of human mobility patterns from GPS trajectories and contextual information (2015)Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)The Strength of Weak Ties (1973)The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites (2007)Understanding individual human mobility patterns (2008)Location-Based Social Networks: Users (2011)Accidental, open and everywhere: Emerging data sources for the understanding of cities (2013)Measuring Large-Scale Social Networks with High Resolution (2014)Digital Footprinting: Uncovering Tourists with User-Generated Content (2008)Inferring international and internal migration patterns from Twitter data (2014)User-Generated Content as a Research Mode in Tourism and Hospitality Applications: Topics, Methods, and Software (2014)Tourists' digital footprint in cities: Comparing Big Data sources (2017)Big data in tourism research: A literature review (2018)You are where you tweet (2010)Friendship and mobility (2011)Measuring human perceptions of a large-scale urban region using machine learning (2018)Next place prediction using mobility Markov chains (2012)Understanding Human Mobility from Twitter (2015)Human mobility: Models and applications (2018)Understanding transportation modes based on GPS data for web applications (2010)Transportation mode detection using mobile phones and GIS information (2011)Inferring transportation modes from GPS trajectories using a convolutional neural network (2017)
this work references cited by second hop

References

  • 2008Understanding mobility based on GPS data1,131 cited
  • 2009Mapping the world's photos782 cited
  • 2008Learning transportation mode from raw gps data for geographic applications on the web616 cited
  • 2010Bridging the gap between physical location and online social networks441 cited
  • 2010Travel route recommendation using geotags in photo sharing sites319 cited
  • 2010Automatic construction of travel itineraries using social breadcrumbs307 cited
  • 2009Mining Individual Life Pattern Based on Location History281 cited
  • 2010Photo2Trip270 cited
  • 2012Mining Travel Patterns from Geotagged Photos229 cited
  • 2012Characterizing Urban Landscapes Using Geolocated Tweets200 cited
  • 2009Mining correlation between locations using human location history89 cited
  • 2013From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns70 cited

Cited by

  • 2018Using Location-Based Social Media Data to Observe Check-In Behavior and Gender Difference: Bringing Weibo Data into Play54 cited
  • 2020NexT: A framework for next-place prediction on location based social networks48 cited
  • 2020Flickr data for analysing tourists’ spatial behaviour and movement patterns

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45 cited
  • 2020Using Flickr Geotagged Photos to Estimate Visitor Trajectories in World Heritage Cities45 cited
  • 2022Understanding taxi ridership with spatial spillover effects and temporal dynamics37 cited
  • 2016Tagging in Volunteered Geographic Information: An Analysis of Tagging Practices for Cities and Urban Regions in OpenStreetMap35 cited
  • 2024Comparison of home detection algorithms using smartphone GPS data25 cited
  • 2020Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data24 cited
  • 2021Characterizing the complex influence of the urban built environment on the dynamic population distribution of Shenzhen, China, using geographically and temporally weighted regression22 cited
  • 2018Mining Individual Similarity by Assessing Interactions with Personally Significant Places from GPS Trajectories21 cited
  • 2018Spatial-Temporal Analysis of Human Dynamics on Urban Land Use Patterns Using Social Media Data by Gender20 cited
  • 2022Modeling international mobility using roaming cell phone traces during COVID-19 pandemic20 cited
  • 2023Analysis of mobility patterns for urban taxi ridership: the role of the built environment19 cited
  • 2022Metagraph-Based Life Pattern Clustering With Big Human Mobility Data18 cited
  • 2018Big Data Analysis to Observe Check-in Behavior Using Location-Based Social Media Data18 cited
  • 2017A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning15 cited