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Harnessing prompt-based large language models for disaster monitoring and automated reporting from social media feedback
16 references·2 citing·51 second hop
Harnessing prompt-based large language models for disaster monitoring and automated reporting from social media feedback (2024)Harnessing prompt-based large language mo…LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response and Public Collaboration (2024)LLM-Assisted Crisis Managemen…Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)Aion Framework: Dimensional E…VictimFinder: Harvesting rescue requests in disaster response from social media with BERT (2022)VictimFinder: Harvesting resc…Using social media for sub-event detection during disasters (2021)Using social media for sub-ev…HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks (2021)HumAID: Human-Annotated Disas…Fake news and COVID-19: modelling the predictors of fake news sharing among social media users (2020)Fake news and COVID-19: model…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…Natural disasters detection in social media and satellite imagery: a survey (2019)Natural disasters detection i…Exploring the usefulness and feasibility of software requirements for social media use in emergency management (2019)Exploring the usefulness and …Social media analytics for natural disaster management (2017)Social media analytics for na…Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks (2017)Robust Classification of Cris…Intelligent Disaster Response via Social Media Analysis A Survey (2017)Intelligent Disaster Response…Fake News Detection on Social Media (2017)Fake News Detection on Social…Advances in Social Media Research: Past, Present and Future (2017)Advances in Social Media Rese…Spatial, temporal, and content analysis of Twitter for wildfire hazards (2016)Spatial, temporal, and conten…Big Crisis Data: Social Media in Disasters and Time-Critical Situations (2016)Big Crisis Data: Social Media…Social Media Analytics for Disaster Response: Classification and Geospatial Visualization Framework (2025)Social Media Analytics for Di…Neural-XGBoost: A Hybrid Approach for Disaster Prediction and Management Using Machine Learning (2025)Neural-XGBoost: A Hybrid Appr…Toward a Theory of Situation Awareness in Dynamic Systems (1995)Text Mining Infrastructure in R (2008)Microblogging during two natural hazards events (2010)Feasibility study of using crowdsourcing to identify critical affected areas for rapid damage assessment: Hurricane Matthew case study (2018)Twitter as a tool for the management and analysis of emergency situations: A systematic literature review (2018)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)Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management (2019)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Advances in prospect theory: Cumulative representation of uncertainty (1992)EANN (2018)A Survey of Fake News (2020)The Psychology of Fake News (2021)Social Vulnerability to Environmental Hazards * (2003)Citizens as sensors: the world of volunteered geography (2007)Space, time, and situational awareness in natural hazards: a case study of Hurricane Sandy with social media data (2018)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)User Acceptance of Information Technology: Toward A Unified View1 (2003)Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model (2017)Investigating the impact of social media advertising features on customer purchase intention (2018)Measuring social media influencer index- insights from facebook, Twitter and Instagram (2019)Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations (2021)Induced ordered weighted averaging operators (1999)Users of the world, unite! The challenges and opportunities of Social Media (2009)World Development indicators (2015)Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response (2020)A Survey of Emergencies Management Systems in Smart Cities (2022)ContCommRTD: A Distributed Content-Based Misinformation-Aware Community Detection System for Real-Time Disaster Reporting (2024)Design Science in Information Systems Research1 (2004)A Design Science Research Methodology for Information Systems Research (2007)A systematic review of prediction methods for emergency management (2021)Disruptive technologies as a solution for disaster risk management: A review (2021)Digital Transformation, Supply Chain Resilience, and Sustainability: A Comprehensive Review with Implications for Saudi Arabian Manufacturing (2025)Twitter for crisis communication: lessons learned from Japan's tsunami disaster (2011)CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises (2014)Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages (2016)Deep learning for misinformation detection on online social networks: a survey and new perspectives (2020)Theoretical Perspectives on Sustainable Supply Chain Management and Digital Transformation: A Literature Review and a Conceptual Framework (2022)RETRACTED: Digital Twin Smart Cities for Disaster Risk Management: A Review of Evolving Concepts (2023)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Birds of a Feather: Homophily in Social Networks (2001)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Beliefs in Conspiracy Theories and Misinformation About COVID-19: Comparative Perspectives on the Role of Anxiety, Depression and Exposure to and Trust in Information Sources (2021)Information overload and fake news sharing: A transactional stress perspective exploring the mitigating role of consumers’ resilience during COVID-19 (2021)The impact of fake news on social media and its influence on health during the COVID-19 pandemic: a systematic review (2021)ChatGPT and a new academic reality: Artificial Intelligence‐written research papers and the ethics of the large language models in scholarly publishing (2023)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Chatting and cheating: Ensuring academic integrity in the era of ChatGPT (2023)
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References

  • 2023Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics13,695 cited
  • 2017Fake News Detection on Social Media3,273 cited
  • 2017Advances in Social Media Research: Past, Present and Future1,288 cited
  • 2020Fake news and COVID-19: modelling the predictors of fake news sharing among social media users733 cited
  • 2017Social media analytics for natural disaster management314 cited
  • 2016Spatial, temporal, and content analysis of Twitter for wildfire hazards225 cited
  • 2019The Rising Role of Big Data Analytics and IoT in Disaster Management: Recent Advances, Taxonomy and Prospects202 cited
  • 2017Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks197 cited
  • 2016Big Crisis Data: Social Media in Disasters and Time-Critical Situations153 cited
  • 2019Natural disasters detection in social media and satellite imagery: a survey125 cited
  • 2022VictimFinder: Harvesting rescue requests in disaster response from social media with BERT103 cited
  • 2021HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks94 cited
  • 2017Intelligent Disaster Response via Social Media Analysis A Survey86 cited
  • 2024LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response and Public Collaboration

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60 cited
  • 2019Exploring the usefulness and feasibility of software requirements for social media use in emergency management60 cited
  • 2021Using social media for sub-event detection during disasters46 cited
  • Cited by

    • 2025Neural-XGBoost: A Hybrid Approach for Disaster Prediction and Management Using Machine Learning18 cited
    • 2025Social Media Analytics for Disaster Response: Classification and Geospatial Visualization Framework16 cited