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An Analytical Framework for Analyzing Tweets for Disaster Management: Case Study of Turkey Earthquake 2023
13 references·0 citing·45 second hop
An Analytical Framework for Analyzing Tweets for Disaster Management: Case Study of Turkey Earthquake 2023 (2023)An Analytical Framework for Analyzing Twe…A multi-level analytic framework for disaster situational awareness using Twitter data (2022)A multi-level analytic framew…Emergent Use of Artificial Intelligence and Social Media for Disaster Management (2021)Emergent Use of Artificial In…Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions (2020)Using AI and Social Media Mul…Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response (2020)Deep Learning Benchmarks and …Twitter speaks: A case of national disaster situational awareness (2019)Twitter speaks: A case of nat…Identifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma (2019)Identifying disaster-related …Twitter as a tool for the management and analysis of emergency situations: A systematic literature review (2018)Twitter as a tool for the man…Processing Social Media Images by Combining Human and Machine Computing during Crises (2018)Processing Social Media Image…Damage Identification in Social Media Posts using Multimodal Deep Learning. (2018)Damage Identification in Soci…Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment (2017)Combining machine-learning to…Finding requests in social media for disaster relief (2016)Finding requests in social me…Processing Social Media Messages in Mass Emergency (2015)Processing Social Media Messa…AIDR (2014)AIDRToward 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)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)The Analysis of Spatial Association by Use of Distance Statistics (1992)Local Spatial Autocorrelation Statistics: Distributional Issues and an Application (1995)Leveraging multimodal social media data for rapid disaster damage assessment (2020)Community-scale big data reveals disparate impacts of the Texas winter storm of 2021 and its managed power outage (2022)Social media use in disaster recovery: A systematic literature review (2022)Twitter adoption and use in mass convergence and emergency events (2009)Chatter on the red (2010)Social Sensing in Disaster City Digital Twin: Integrated Textual–Visual–Geo Framework for Situational Awareness during Built Environment Disruptions (2020)RETRACTED: Digital Twin Smart Cities for Disaster Risk Management: A Review of Evolving Concepts (2023)Information credibility on twitter (2011)Advances in Social Media Research: Past, Present and Future (2017)Impact of corporate social responsibility on reputation—Insights from tweets on sustainable development goals by CEOs (2019)Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis (2020)Media Exposure and Anxiety during COVID-19: The Mediation Effect of Media Vicarious Traumatization (2020)Twitter for crisis communication: lessons learned from Japan's tsunami disaster (2011)Rapid assessment of disaster damage using social media activity (2016)A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster (2020)Multi-source Multimodal Data and Deep Learning for Disaster Response: A Systematic Review (2021)VictimFinder: Harvesting rescue requests in disaster response from social media with BERT (2022)A prospective study of depression and posttraumatic stress symptoms after a natural disaster: The 1989 Loma Prieta earthquake. (1991)Twitter mood predicts the stock market (2011)The Development and Psychometric Properties of LIWC2015 (2015)Unwanted advances in higher education:Uncovering sexual harassment experiences in academia with text mining (2019)Social Response and Disaster Management: Insights from Twitter Data Assimilation on Hurricane Ian (2022)Classifying text messages for the haiti earthquake (2011)CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises (2014)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Using a combination of human insights and ‘deep learning’ for real-time disaster communication (2019)Fake News Detection on Social Media (2017)The spread of true and false news online (2018)Detecting fake news by exploring the consistency of multimodal data (2021)AI and data science for smart emergency, crisis and disaster resilience (2023)Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages (2016)Social Media in Crisis Management: An Evaluation and Analysis of Crisis Informatics Research (2018)Applications of artificial intelligence for disaster management (2020)CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing (2021)Application of Social Sensors in Natural Disasters Emergency Management: A Review (2022)A social context-aware graph-based multimodal attentive learning framework for disaster content classification during emergencies (2024)
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References

  • 2015Processing Social Media Messages in Mass Emergency800 cited
  • 2014AIDR471 cited
  • 2020Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions220 cited
  • 2017Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment220 cited
  • 2018Twitter as a tool for the management and analysis of emergency situations: A systematic literature review213 cited
  • 2019Twitter speaks: A case of national disaster situational awareness157 cited
  • 2018Processing Social Media Images by Combining Human and Machine Computing during Crises128 cited
  • 2019Identifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma109 cited
  • 2018Damage Identification in Social Media Posts using Multimodal Deep Learning.104 cited
  • 2020Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response92 cited
  • 2016Finding requests in social media for disaster relief41 cited
  • 2021Emergent Use of Artificial Intelligence and Social Media for Disaster Management18 cited
  • 2022A multi-level analytic framework for disaster situational awareness using Twitter data18 cited

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