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A Pipeline for Rapid Post-Crisis Twitter Data Acquisition, Filtering and Visualization
16 references·3 citing·43 second hop
A Pipeline for Rapid Post-Crisis Twitter Data Acquisition, Filtering and Visualization (2019)A Pipeline for Rapid Post-Crisis Twitter …TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief (2021)TweetTracker: An Analysis Too…Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency (2021)Natural Language Processing t…On Semantics and Deep Learning for Event Detection in Crisis Situations (2017)On Semantics and Deep Learnin…Crisis informatics—New data for extraordinary times (2016)Crisis informatics—New data f…What to Expect When the Unexpected Happens (2015)What to Expect When the Unexp…Think Local, Retweet Global (2015)Think Local, Retweet GlobalSuccess & Scale in a Data-Producing Organization (2015)Success & Scale in a Data-Pro…Socializing in emergencies—A review of the use of social media in emergency situations (2015)Socializing in emergencies—A …Design Challenges/Solutions for Environments Supporting the Analysis of Social Media Data in Crisis Informatics Research (2015)Design Challenges/Solutions f…The Real-Time Monitoring System of Social Big Data for Disaster Management (2014)The Real-Time Monitoring Syst…CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises (2014)CrisisLex: A Lexicon for Coll…CrisisTracker: Crowdsourced social media curation for disaster awareness (2013)CrisisTracker: Crowdsourced s…Twitcident (2012)TwitcidentMining Text Data (2012)Mining Text Data#Earthquake: Twitter as a Distributed Sensor System (2012)#Earthquake: Twitter as a Dis…Microblogging during two natural hazards events (2010)Microblogging during two natu…Review article: Social media for managing disasters triggered by natural hazards: a critical review of data collection strategies and actionable insights (2026)Review article: Social media …A social Beaufort scale to detect high winds using language in social media posts (2021)A social Beaufort scale to de…Using Artificial Intelligence and Social Media for Disaster Response and Management: An Overview (2020)Using Artificial Intelligence…Three Approaches to Qualitative Content Analysis (2005)Users of the world, unite! The challenges and opportunities of Social Media (2009)Big Crisis Data: Social Media in Disasters and Time-Critical Situations (2016)Crowdsourcing roles, methods and tools for data-intensive disaster management (2017)A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters (2020)A simplest systematics for the organization of turn-taking for conversation (1974)Toward a Theory of Situation Awareness in Dynamic Systems (1995)The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites (2007)Twitter under crisis (2010)Social media and disasters: a functional framework for social media use in disaster planning, response, and research (2014)Detection and Resolution of Rumours in Social Media (2018)Citizens as sensors: the world of volunteered geography (2007)Crowdsourcing geographic information for disaster response: a research frontier (2010)Crowdsourcing, Citizen Science or Volunteered Geographic Information? The Current State of Crowdsourced Geographic Information (2016)Big data and disaster management: a systematic review and agenda for future research (2017)Social media analytics for natural disaster management (2017)Information credibility on twitter (2011)CrisisMMD: Multimodal Twitter Datasets from Natural Disasters (2018)Social Media in Crisis Management: An Evaluation and Analysis of Crisis Informatics Research (2018)Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose (2021)On the "localness" of user-generated content (2010)Disinformation as Collaborative Work (2019)Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)A Coefficient of Agreement for Nominal Scales (1960)Language As Social Semiotic (1978)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Faking Sandy (2013)TweetCred: Real-Time Credibility Assessment of Content on Twitter (2014)Applications of artificial intelligence for disaster management (2020)Twitter adoption and use in mass convergence and emergency events (2009)Using Social Media to Enhance Emergency Situation Awareness (2012)Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks (2017)Twitter power: Tweets as electronic word of mouth (2009)Emergency knowledge management and social media technologies: A case study of the 2010 Haitian earthquake (2010)Lessons for Crisis Communication on Social Media: A Systematic Review of What Research Tells the Practice (2018)Social media for knowledge-sharing: A systematic literature review (2018)Twitter as a tool for the management and analysis of emergency situations: A systematic literature review (2018)Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery (2015)Crowd sourcing disaster management: The complex nature of Twitter usage in Padang Indonesia (2016)Data-Driven Techniques in Disaster Information Management (2017)Big Scholarly Data: A Survey (2017)Forecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine (2018)Twitter and Research: A Systematic Literature Review Through Text Mining (2020)
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References

  • 2010Microblogging during two natural hazards events1,432 cited
  • 2012Mining Text Data951 cited
  • 2012#Earthquake: Twitter as a Distributed Sensor System470 cited
  • 2015Socializing in emergencies—A review of the use of social media in emergency situations463 cited
  • 2015What to Expect When the Unexpected Happens399 cited
  • 2014CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises395 cited
  • 2021Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency314 cited
  • 2016Crisis informatics—New data for extraordinary times307 cited
  • 2013CrisisTracker: Crowdsourced social media curation for disaster awareness211 cited
  • 2021TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief203 cited
  • 2012Twitcident187 cited
  • 2015Think Local, Retweet Global129 cited
  • 2015Success & Scale in a Data-Producing Organization95 cited
  • 2014The Real-Time Monitoring System of Social Big Data for Disaster Management75 cited
  • 2017On Semantics and Deep Learning for Event Detection in Crisis Situations45 cited
  • 2015

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Design Challenges/Solutions for Environments Supporting the Analysis of Social Media Data in Crisis Informatics Research
30 cited

Cited by

  • 2020Using Artificial Intelligence and Social Media for Disaster Response and Management: An Overview12 cited
  • 2021A social Beaufort scale to detect high winds using language in social media posts11 cited
  • 2026Review article: Social media for managing disasters triggered by natural hazards: a critical review of data collection strategies and actionable insights8 cited