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Unveiling Key Themes and Establishing a Hierarchical Taxonomy of Disaster-Related Tweets: A Text Mining Approach for Enhanced Emergency Management Planning
16 references·0 citing·46 second hop
Unveiling Key Themes and Establishing a Hierarchical Taxonomy of Disaster-Related Tweets: A Text Mining Approach for Enhanced Emergency Management Planning (2023)Unveiling Key Themes and Establishing a H…Disaster Image Classification by Fusing Multimodal Social Media Data (2021)Disaster Image Classification…Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response (2020)Deep Learning Benchmarks and …A global supply chain risk management framework: An application of text-mining to identify region-specific supply chain risks (2020)A global supply chain risk ma…The Rising Role of Big Data Analytics and IoT in Disaster Management: Recent Advances, Taxonomy and Prospects (2019)The Rising Role of Big Data A…Exploring Technological Trends in Logistics: Topic Modeling-Based Patent Analysis (2018)Exploring Technological Trend…CrisisMMD: Multimodal Twitter Datasets from Natural Disasters (2018)CrisisMMD: Multimodal Twitter…Big Data in Natural Disaster Management: A Review (2018)Big Data in Natural Disaster …The effect of social media on the dynamics of (self) resilience during disasters: A literature review (2017)The effect of social media on…Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology (2017)Applying LSA text mining tech…Digitally enabled disaster response: the emergence of social media as boundary objects in a flooding disaster (2016)Digitally enabled disaster re…XHELP (2015)XHELPSocializing in emergencies—A review of the use of social media in emergency situations (2015)Socializing in emergencies—A …Processing Social Media Messages in Mass Emergency (2015)Processing Social Media Messa…Communicating on Twitter during a disaster: An analysis of tweets during Typhoon Haiyan in the Philippines (2015)Communicating on Twitter duri…Social Media in Disaster Risk Reduction and Crisis Management (2013)Social Media in Disaster Risk…Using Social Media to Enhance Emergency Situation Awareness (2012)Using Social Media to Enhance…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)Who interacts on the Web?: The intersection of users’ personality and social media use (2009)Information credibility on twitter (2011)Unpacking the black box: How to promote citizen engagement through government social media during the COVID-19 crisis (2020)An exploratory study of COVID-19 misinformation on Twitter (2021)Twitter adoption and use in mass convergence and emergency events (2009)Social media and disasters: a functional framework for social media use in disaster planning, response, and research (2014)Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)Natural Disasters—Origins, Impacts, Management (2021)Building Theories from Case Study Research (1989)Communities of Practice (1998)Communities of practice learning, meaning, and identity (1999)Information technologies and disaster management – Benefits and issues - (2019)Why do citizens participate on government social media accounts during crises? 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(2012)Big Data : The Management Revolution (2013)Advanced deep learning approaches to predict supply chain risks under COVID-19 restrictions (2022)Supply chain risk identification: a real-time data-mining approach (2022)End-to-end supply chain resilience management using deep learning, survival analysis, and explainable artificial intelligence (2024)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)Social network analysis: Characteristics of online social networks after a disaster (2017)Applications of artificial intelligence for disaster management (2020)A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters (2020)Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions (2020)
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References

  • 2015Processing Social Media Messages in Mass Emergency800 cited
  • 2012Using Social Media to Enhance Emergency Situation Awareness649 cited
  • 2013Social Media in Disaster Risk Reduction and Crisis Management618 cited
  • 2015Socializing in emergencies—A review of the use of social media in emergency situations463 cited
  • 2018Big Data in Natural Disaster Management: A Review454 cited
  • 2018CrisisMMD: Multimodal Twitter Datasets from Natural Disasters389 cited
  • 2015Communicating on Twitter during a disaster: An analysis of tweets during Typhoon Haiyan in the Philippines375 cited
  • 2019The Rising Role of Big Data Analytics and IoT in Disaster Management: Recent Advances, Taxonomy and Prospects202 cited
  • 2020A global supply chain risk management framework: An application of text-mining to identify region-specific supply chain risks147 cited
  • 2016Digitally enabled disaster response: the emergence of social media as boundary objects in a flooding disaster141 cited
  • 2017The effect of social media on the dynamics of (self) resilience during disasters: A literature review139 cited
  • 2017Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology123 cited
  • 2020Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response92 cited
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XHELP
83 cited
  • 2018Exploring Technological Trends in Logistics: Topic Modeling-Based Patent Analysis75 cited
  • 2021Disaster Image Classification by Fusing Multimodal Social Media Data67 cited
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