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Towards Detecting Social Events by Mining Geographical Patterns with VGI Data
13 references·0 citing·45 second hop
Towards Detecting Social Events by Mining Geographical Patterns with VGI Data (2018)Towards Detecting Social Events by Mining…A Bayesian Graphical Model to Discover Latent Events from Twitter (2021)A Bayesian Graphical Model to…Processing Social Media Messages in Mass Emergency (2018)Processing Social Media Messa…On fine-grained geolocalisation of tweets and real-time traffic incident detection (2018)On fine-grained geolocalisati…The geography of Twitter topics in London (2016)The geography of Twitter topi…Semantic and Geospatial Mapping of Instagram Images in Saint-Petersburg (2016)Semantic and Geospatial Mappi…Finding spatial outliers in collective mobility patterns coupled with social ties (2016)Finding spatial outliers in c…Exploration of spatiotemporal and semantic clusters of Twitter data using unsupervised neural networks (2015)Exploration of spatiotemporal…Triangulating Social Multimedia Content for Event Localization using Flickr and Twitter (2014)Triangulating Social Multimed…Spatial topic modeling in online social media for location recommendation (2013)Spatial topic modeling in onl…Discovering geographical topics in the twitter stream (2012)Discovering geographical topi…Measuring geographical regularities of crowd behaviors for Twitter-based geo-social event detection (2010)Measuring geographical regula…Citizens as sensors: the world of volunteered geography (2007)Citizens as sensors: the worl…Local Indicators of Spatial Association—LISA (1995)Local Indicators of Spatial A…You are where you tweet (2010)Friendship and mobility (2011)Spatiotemporal Sequential Influence Modeling for Location Recommendations (2015)Who, Where, When, and What (2015)GMove (2016)Exploring Millions of Footprints in Location Sharing Services (2021)Spatial Econometrics: Methods and Models (1988)STATISTICS FOR SPATIAL DATA (1992)The Analysis of Spatial Association by Use of Distance Statistics (1992)GeoDa : An Introduction to Spatial Data Analysis (2005)A measure of spatial stratified heterogeneity (2016)Local Spatial Autocorrelation Statistics: Distributional Issues and an Application (1995)Users of the world, unite! The challenges and opportunities of Social Media (2009)Social media analytics for natural disaster management (2017)Beyond Spatial Proximity—Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data (2018)Can volunteer crowdsourcing reduce disaster risk? A systematic review of the literature (2019)The Modifiable Areal Unit Problem in Multivariate Statistical Analysis (1991)Geographically Weighted Regression: The Analysis of Spatially Varying Relationships (2002)Crowdsourcing a Collective Sense of Place (2016)Editorial: human dynamics in the mobile and big data era (2016)Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment (2017)A Methodological Analysis of Segregation Indexes (1955)Twitter mood predicts the stock market (2011)City dynamics through Twitter: Relationships between land use and spatiotemporal demographics (2017)Computational socioeconomics (2019)Identifying urban spatial structure and urban vibrancy in highly dense cities using georeferenced social media data (2019)The ghost map : the story of London's most terrifying epidemic--and how it changed science, cities, and the modern world (2007)Crowdsourcing geographic information for disaster response: a research frontier (2010)How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Citizen Science and Volunteered Geographic Information: Overview and Typology of Participation (2012)Information credibility on twitter (2011)Processing Social Media Messages in Mass Emergency (2015)Utilizing microblogs for assisting post-disaster relief operations via matching resource needs and availabilities (2019)A Google Trends spatial clustering approach for a worldwide Twitter user geolocation (2020)A Survey of Emergencies Management Systems in Smart Cities (2022)Microblogging during two natural hazards events (2010)Crisis Informatics in the Context of Social Media Crisis Communication: Theoretical Models, Taxonomy, and Open Issues (2020)Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media (2020)Disaster Image Classification by Fusing Multimodal Social Media Data (2021)A Survey of Location Prediction on Twitter (2018)Social-media data for urban sustainability (2018)Characterizing Geographic Variation in Well-Being Using Tweets (2021)Discovery of unusual regional social activities using geo-tagged microblogs (2011)Jasmine (2011)Location-Based Social Networks: Users (2011)
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References

  • 1995Local Indicators of Spatial Association—LISA13,061 cited
  • 2007Citizens as sensors: the world of volunteered geography4,544 cited
  • 2012Discovering geographical topics in the twitter stream378 cited
  • 2010Measuring geographical regularities of crowd behaviors for Twitter-based geo-social event detection301 cited
  • 2016The geography of Twitter topics in London211 cited
  • 2013Spatial topic modeling in online social media for location recommendation198 cited
  • 2015Exploration of spatiotemporal and semantic clusters of Twitter data using unsupervised neural networks137 cited
  • 2018Processing Social Media Messages in Mass Emergency76 cited
  • 2018On fine-grained geolocalisation of tweets and real-time traffic incident detection63 cited
  • 2014Triangulating Social Multimedia Content for Event Localization using Flickr and Twitter61 cited
  • 2016Finding spatial outliers in collective mobility patterns coupled with social ties34 cited
  • 2021A Bayesian Graphical Model to Discover Latent Events from Twitter20 cited
  • 2016Semantic and Geospatial Mapping of Instagram Images in Saint-Petersburg7 cited

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