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Mining location from social media: A systematic review
16 references·16 citing·40 second hopsampled
Mining location from social media: A systematic review (2018)Mining location from social media: A syst…Exploring Millions of Footprints in Location Sharing Services (2021)Exploring Millions of Footpri…A review of volunteered geographic information quality assessment methods (2016)A review of volunteered geogr…Processing Social Media Messages in Mass Emergency (2015)Processing Social Media Messa…Social media analytics: a survey of techniques, tools and platforms (2014)Social media analytics: a sur…Real-Time Crisis Mapping of Natural Disasters Using Social Media (2014)Real-Time Crisis Mapping of N…Social Media in Tourism and Hospitality: A Literature Review (2013)Social Media in Tourism and H…Exploring temporal effects for location recommendation on location-based social networks (2013)Exploring temporal effects fo…Assuring the quality of volunteered geographic information (2012)Assuring the quality of volun…#Earthquake: Twitter as a Distributed Sensor System (2012)#Earthquake: Twitter as a Dis…Friendship and mobility (2011)Friendship and mobilityYou are where you tweet (2010)You are where you tweetTwitter under crisis (2010)Twitter under crisisFind me if you can (2010)Find me if you canExploring place through user-generated content: Using Flickr to describe city cores (2010)Exploring place through user-…Mapping the world's photos (2009)Mapping the world's photosScoping studies: towards a methodological framework (2005)Scoping studies: towards a me…Understanding the Relationship between Urban Public Space and Social Cohesion: A Systematic Review (2024)Understanding the Relationshi…Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges (2023)Artificial intelligence and v…Social Media Data in Urban Design and Landscape Research: A Comprehensive Literature Review (2022)Social Media Data in Urban De…Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges (2022)Extraction and analysis of na…Collecting, analyzing, and visualizing location-based social media data: review of methods in GIS-social media analysis (2022)Collecting, analyzing, and vi…Using VGI and Social Media Data to Understand Urban Green Space: A Narrative Literature Review (2021)Using VGI and Social Media Da…Using social media to measure and map visitation to public lands in Utah (2021)Using social media to measure…Using Object Detection on Social Media Images for Urban Bicycle Infrastructure Planning: A Case Study of Dresden (2021)Using Object Detection on Soc…Sources and Applications of Emerging Active Travel Data: A Review of the Literature (2021)Sources and Applications of E…Analyzing the Effect of Time in Migration Measurement Using Georeferenced Digital Trace Data (2021)Analyzing the Effect of Time …Using geotagged tweets to track population movements to and from Puerto Rico after Hurricane Maria (2020)Using geotagged tweets to tra…Taking the urban tourist activity pulse through digital footprints (2020)Taking the urban tourist acti…Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters (2020)Spatial biases in crowdsource…An Overview of Social Media Apps and their Potential Role in Geospatial Research (2020)An Overview of Social Media A…Role of Urban Public Space and the Surrounding Environment in Promoting Sustainable Development from the Lens of Social Media (2019)Role of Urban Public Space an…Harnessing the power of machine learning: Can Twitter data be useful in guiding resource allocation decisions during a natural disaster? (2019)Harnessing the power of machi…Toward a Theory of Situation Awareness in Dynamic Systems (1995)Disasters by Design: A Reassessment of Natural Hazards in the United States (1999)Microblogging during two natural hazards events (2010)Fifteen years of social media in emergencies: A retrospective review and future directions for crisis Informatics (2017)Detection and Resolution of Rumours in Social Media (2018)Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management (2019)Citizen communications in crisis (2007)Twitter adoption and use in mass convergence and emergency events (2009)Rumor has it: Identifying Misinformation in Microblogs (2011)Automatic detection of rumor on Sina Weibo (2012)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)Computational Social Science (2009)Users of the world, unite! The challenges and opportunities of Social Media (2009)Twitter mood predicts the stock market (2011)A Survey of Text Mining in Social Media: Facebook and Twitter Perspectives (2017)Engagement valence duality and spillover effects in online brand communities (2017)Social media analytics for enterprises: Typology, methods, and processes (2017)Progress in information technology and tourism management: 20 years on and 10 years after the Internet—The state of eTourism research (2008)Social media? Get serious! Understanding the functional building blocks of social media (2011)What do we know about social media in tourism? A review (2014)Hospitality and Tourism Online Reviews: Recent Trends and Future Directions (2015)Advances and challenges in sustainable tourism toward a green economy (2018)The end of geography or the explosion of place? Conceptualizing space, place and information technology (1998)Human mobility: Models and applications (2018)Central Places in Southern Germany (1967)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Citizens as sensors: the world of volunteered geography (2007)Key issues and research priorities for public participation GIS (PPGIS): A synthesis based on empirical research (2013)Geospatial big data handling theory and methods: A review and research challenges (2015)Global maps of travel time to healthcare facilities (2020)Online Social Networks: Threats and Solutions (2014)Scoping studies: advancing the methodology (2010)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach (2018)Measuring human perceptions of a large-scale urban region using machine learning (2018)
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References

  • 2005Scoping studies: towards a methodological framework36,603 cited
  • 2011Friendship and mobility2,912 cited
  • 2013Social Media in Tourism and Hospitality: A Literature Review1,554 cited
  • 2010You are where you tweet1,069 cited
  • 2010Twitter under crisis954 cited
  • 2015Processing Social Media Messages in Mass Emergency800 cited
  • 2009Mapping the world's photos782 cited
  • 2012Assuring the quality of volunteered geographic information773 cited
  • 2014Social media analytics: a survey of techniques, tools and platforms705 cited
  • 2010Find me if you can705 cited
  • 2021Exploring Millions of Footprints in Location Sharing Services685 cited
  • 2013Exploring temporal effects for location recommendation on location-based social networks522 cited
  • 2016A review of volunteered geographic information quality assessment methods495 cited
  • 2012#Earthquake: Twitter as a Distributed Sensor System470 cited
  • 2014Real-Time Crisis Mapping of Natural Disasters Using Social Media425 cited
  • 2010Exploring place through user-generated content: Using Flickr to describe city cores

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328 cited

Cited by

  • 2024Understanding the Relationship between Urban Public Space and Social Cohesion: A Systematic Review219 cited
  • 2020Using geotagged tweets to track population movements to and from Puerto Rico after Hurricane Maria87 cited
  • 2019Harnessing the power of machine learning: Can Twitter data be useful in guiding resource allocation decisions during a natural disaster?80 cited
  • 2020Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters77 cited
  • 2022Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges71 cited
  • 2022Collecting, analyzing, and visualizing location-based social media data: review of methods in GIS-social media analysis68 cited
  • 2023Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges66 cited
  • 2021Using VGI and Social Media Data to Understand Urban Green Space: A Narrative Literature Review50 cited
  • 2022Social Media Data in Urban Design and Landscape Research: A Comprehensive Literature Review44 cited
  • 2021Using social media to measure and map visitation to public lands in Utah44 cited
  • 2020Taking the urban tourist activity pulse through digital footprints43 cited
  • 2021Using Object Detection on Social Media Images for Urban Bicycle Infrastructure Planning: A Case Study of Dresden36 cited
  • 2020An Overview of Social Media Apps and their Potential Role in Geospatial Research35 cited
  • 2021Analyzing the Effect of Time in Migration Measurement Using Georeferenced Digital Trace Data34 cited
  • 2019Role of Urban Public Space and the Surrounding Environment in Promoting Sustainable Development from the Lens of Social Media33 cited
  • 2021Sources and Applications of Emerging Active Travel Data: A Review of the Literature28 cited