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Mining Help Intent on Twitter During Disasters via Transfer Learning with Sparse Coding
16 references·1 citing·44 second hop
Mining Help Intent on Twitter During Disasters via Transfer Learning with Sparse Coding (2018)Mining Help Intent on Twitter During Disa…Towards social resilience: A quantitative and qualitative survey on citizens' perception of social media in emergencies in Europe (2016)Towards social resilience: A …Emergency services׳ attitudes towards social media: A quantitative and qualitative survey across Europe (2016)Emergency services׳ attitudes…Big Crisis Data: Social Media in Disasters and Time-Critical Situations (2016)Big Crisis Data: Social Media…Big Crisis Data (2016)Big Crisis DataWhat to Expect When the Unexpected Happens (2015)What to Expect When the Unexp…Processing Social Media Messages in Mass Emergency (2015)Processing Social Media Messa…Proceedings of the 11th International ISCRAM Conference (2014)Proceedings of the 11th Inter…Online public communications by police & fire services during the 2012 Hurricane Sandy (2014)Online public communications …Identifying Seekers and Suppliers in Social Media Communities to Support Crisis Coordination (2014)Identifying Seekers and Suppl…Practical extraction of disaster-relevant information from social media (2013)Practical extraction of disas…Measuring User Credibility in Social Media (2013)Measuring User Credibility in…Emergency-relief coordination on social media: Automatically matching resource requests and offers (2013)Emergency-relief coordination…Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster (2013)Aid is Out There: Looking for…Situational Awareness in Mass Emergency: A Behavioral and Linguistic Analysis of Microblogged Communications (2012)Situational Awareness in Mass…Microblogging after a major disaster in China (2011)Microblogging after a major d…Pass It On?: Retweeting in Mass Emergency (2010)Pass It On?: Retweeting in Ma…Social Media Mining for Disaster Management and Community Resilience (2020)Social Media Mining for Disas…Emergency situation awareness from twitter for crisis management (2012)Extracting Information Nuggets from Disaster- Related Messages in Social Media (2013)Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery (2015)Data-Driven Techniques in Disaster Information Management (2017)Social media analytics for natural disaster management (2017)The Influence of Source Credibility on Communication Effectiveness (1951)Propagation of trust and distrust (2004)Information credibility on twitter (2011)Beyond News Contents: The Role of Social Context for Fake News Detection (2017)Rumor response, debunking response, and decision makings of misinformed Twitter users during disasters (2018)Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository (2020)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)Talk of the Network: A Complex Systems Look at the Underlying Process of Word-of-Mouth (2001)Twitter adoption and use in mass convergence and emergency events (2009)CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises (2014)Rumors, False Flags, and Digital Vigilantes: Misinformation on Twitter after the 2013 Boston Marathon Bombing (2014)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)Plans and Situated Actions: The Problem of Human-Machine Communication (1990)Citizen communications in crisis (2007)Volunteered Geographic Information and Crowdsourcing Disaster Relief: A Case Study of the Haitian Earthquake (2010)Rapid assessment of disaster damage using social media activity (2016)Social Media in Disaster Communication (2017)Use of social media in crisis management: A survey (2020)Crisis in a Networked World (2009)Chatter on the red (2010)Big data and disaster management: a systematic review and agenda for future research (2017)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Twitter mood predicts the stock market (2011)CRITICAL QUESTIONS FOR BIG DATA (2012)Computational socioeconomics (2019)Natural disasters detection in social media and satellite imagery: a survey (2019)Representing perceived tradeoffs in defining disaster resilience (2010)Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment (2017)Emergent groups and spontaneous volunteers in urban disaster response (2017)Big Data in Natural Disaster Management: A Review (2018)Post-Truth and Critical Communication Studies (2018)Twitter speaks: A case of national disaster situational awareness (2019)
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References

  • 2015Processing Social Media Messages in Mass Emergency800 cited
  • 2014Proceedings of the 11th International ISCRAM Conference544 cited
  • 2015What to Expect When the Unexpected Happens399 cited
  • 2011Microblogging after a major disaster in China377 cited
  • 2010Pass It On?: Retweeting in Mass Emergency270 cited
  • 2013Practical extraction of disaster-relevant information from social media241 cited
  • 2014Online public communications by police & fire services during the 2012 Hurricane Sandy234 cited
  • 2016Big Crisis Data189 cited
  • 2013Measuring User Credibility in Social Media155 cited
  • 2016Big Crisis Data: Social Media in Disasters and Time-Critical Situations153 cited
  • 2016Towards social resilience: A quantitative and qualitative survey on citizens' perception of social media in emergencies in Europe150 cited
  • 2016Emergency services׳ attitudes towards social media: A quantitative and qualitative survey across Europe137 cited
  • 2013Emergency-relief coordination on social media: Automatically matching resource requests and offers126 cited
  • 2012Situational Awareness in Mass Emergency: A Behavioral and Linguistic Analysis of Microblogged Communications113 cited
  • 2014Identifying Seekers and Suppliers in Social Media Communities to Support Crisis Coordination

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91 cited
  • 2013Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster90 cited
  • Cited by

    • 2020Social Media Mining for Disaster Management and Community Resilience11 cited