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Big data analytics for disaster response and recovery through sentiment analysis

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Cited by:

  1. Bo Yang & Yue Hu & Xusen Cheng & Ying Bao & Wenjing Chen, 2023. "Exploring the factors affecting content dissemination through WeChat official accounts: a heuristic-systematic model perspective," Electronic Commerce Research, Springer, vol. 23(4), pages 2713-2735, December.
  2. Carlos Galera-Zarco & Goulielmos Floros, 2024. "A deep learning approach to improve built asset operations and disaster management in critical events: an integrative simulation model for quicker decision making," Annals of Operations Research, Springer, vol. 339(1), pages 573-612, August.
  3. Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril, 2022. "Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view," International Journal of Production Economics, Elsevier, vol. 250(C).
  4. Moro, Sérgio & Ramos, Pedro & Esmerado, Joaquim & Jalali, Seyed Mohammad Jafar, 2019. "Can we trace back hotel online reviews’ characteristics using gamification features?," International Journal of Information Management, Elsevier, vol. 44(C), pages 88-95.
  5. de Camargo Fiorini, Paula & Roman Pais Seles, Bruno Michel & Chiappetta Jabbour, Charbel Jose & Barberio Mariano, Enzo & de Sousa Jabbour, Ana Beatriz Lopes, 2018. "Management theory and big data literature: From a review to a research agenda," International Journal of Information Management, Elsevier, vol. 43(C), pages 112-129.
  6. Guo, Yunxiao & Tong, Jingqiang & Zhao, Junrong & Pan, Wei & Du, Xiayu & Hu, Jinghan & Yang, Qingfeng & Wen, Fangfang & Ren, Zhihong, 2025. "Dare to Fly? Analyzing psychological reactions and travel attitudes of Chinese social media users post-aviation accidents through text mining," Journal of Air Transport Management, Elsevier, vol. 128(C).
  7. Ni, Zi-jian & Rong, Lili & Wang, Ning & Cao, Shuo, 2019. "Knowledge model for emergency response based on contingency planning system of China," International Journal of Information Management, Elsevier, vol. 46(C), pages 10-22.
  8. Josip Marić & Carlos Galera-Zarco & Marco Opazo-Basáez, 2022. "The emergent role of digital technologies in the context of humanitarian supply chains: a systematic literature review," Annals of Operations Research, Springer, vol. 319(1), pages 1003-1044, December.
  9. Carlos Carrasco-Farré, 2022. "The fingerprints of misinformation: how deceptive content differs from reliable sources in terms of cognitive effort and appeal to emotions," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-18, December.
  10. Abhilash Kondraganti & Gopalakrishnan Narayanamurthy & Hossein Sharifi, 2024. "A systematic literature review on the use of big data analytics in humanitarian and disaster operations," Annals of Operations Research, Springer, vol. 335(3), pages 1015-1052, April.
  11. Son, Jaebong & Lee, Hyung Koo & Jin, Sung & Lee, Jintae, 2019. "Content features of tweets for effective communication during disasters: A media synchronicity theory perspective," International Journal of Information Management, Elsevier, vol. 45(C), pages 56-68.
  12. Harri Raisio & Alisa Puustinen & Juha Lindell, 2022. "#StrongTogether? Qualitative Sentiment Analysis of Social Media Reactions to Disaster Volunteering during a Forest Fire in Finland," Sustainability, MDPI, vol. 14(7), pages 1-18, March.
  13. Xia, Huosong & An, Wuyue & Li, Jiaze & Zhang, Zuopeng (Justin), 2022. "Outlier knowledge management for extreme public health events: Understanding public opinions about COVID-19 based on microblog data," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
  14. Guo, Qianqi & Wang, Yuliang, 2025. "Modeling socio-spatial resilience of public engagement with urban spaces," Socio-Economic Planning Sciences, Elsevier, vol. 102(C).
  15. Sachin Modgil & Rohit Kumar Singh & Cyril Foropon, 2022. "Quality management in humanitarian operations and disaster relief management: a review and future research directions," Annals of Operations Research, Springer, vol. 319(1), pages 1045-1098, December.
  16. Jamali, Mehdi & Nejat, Ali & Ghosh, Souparno & Jin, Fang & Cao, Guofeng, 2019. "Social media data and post-disaster recovery," International Journal of Information Management, Elsevier, vol. 44(C), pages 25-37.
  17. Acharya, Abhilash & Singh, Sanjay Kumar & Pereira, Vijay & Singh, Poonam, 2018. "Big data, knowledge co-creation and decision making in fashion industry," International Journal of Information Management, Elsevier, vol. 42(C), pages 90-101.
  18. Libo Sheng & Xuanmin Ruan & Yi Wang & Dongqing Lyu & Ying Cheng, 2025. "Interpretable XGBoost-SHAP machine learning model for identifying scientific breakthroughs," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(12), pages 6801-6832, December.
  19. Piyal Sarkar & Angappa Gunasekaran & Harshwardhan Kiran Patil, 2025. "Survivability of Supply Chains in the Era of Industry 4.0," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(1), pages 225-246, March.
  20. Diana Contreras & Dimosthenis Antypas & Javier Hervas & Sean Wilkinson & Jose Camacho-Collados & Philippe Garnier & Cécile Cornou, 2025. "Post-Disaster Recovery Assessment Using Sentiment Analysis of English-Language Tweets: A Tenth-Anniversary Case Study of the 2010 Haiti Earthquake," Sustainability, MDPI, vol. 17(11), pages 1-32, May.
  21. Mengna Zhang & Qisong Huang & Hua Liu, 2022. "A Multimodal Data Analysis Approach to Social Media during Natural Disasters," Sustainability, MDPI, vol. 14(9), pages 1-21, May.
  22. Paras Bhatt & Naga Vemprala & Rohit Valecha & Govind Hariharan & H. Raghav Rao, 2023. "User Privacy, Surveillance and Public Health during COVID-19 – An Examination of Twitterverse," Information Systems Frontiers, Springer, vol. 25(5), pages 1667-1682, October.
  23. Siqing Shan & Xijie Ju & Yigang Wei & Xin Wen, 2022. "Concerned or Apathetic? Using Social Media Platform (Twitter) to Gauge the Public Awareness about Wildlife Conservation: A Case Study of the Illegal Rhino Trade," IJERPH, MDPI, vol. 19(11), pages 1-21, June.
  24. Syed Fahad Ali & Nayyer Masood, 2024. "Evaluation of adjective and adverb types for effective Twitter sentiment classification," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-20, May.
  25. Ronghu Miao & Guoru Huang & Zhiwei Chen & Mingyu OuYang, 2026. "Urban flood information extraction and spatial-temporal analysis of “7.20” Zhengzhou flood risk from social media perspective," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 122(6), pages 1-21, March.
  26. Elbanna, Amany & Bunker, Deborah & Levine, Linda & Sleigh, Anthony, 2019. "Emergency management in the changing world of social media: Framing the research agenda with the stakeholders through engaged scholarship," International Journal of Information Management, Elsevier, vol. 47(C), pages 112-120.
  27. Abhinav Kumar & Jyoti Prakash Singh & Yogesh K. Dwivedi & Nripendra P. Rana, 2022. "A deep multi-modal neural network for informative Twitter content classification during emergencies," Annals of Operations Research, Springer, vol. 319(1), pages 791-822, December.
  28. Turgut Acikara & Bo Xia & Tan Yigitcanlar & Carol Hon, 2023. "Contribution of Social Media Analytics to Disaster Response Effectiveness: A Systematic Review of the Literature," Sustainability, MDPI, vol. 15(11), pages 1-50, May.
  29. M. R. Mahendrini Fernando Ariyachandra & Gayan Wedawatta, 2023. "RETRACTED: Digital Twin Smart Cities for Disaster Risk Management: A Review of Evolving Concepts," Sustainability, MDPI, vol. 15(15), pages 1-25, August.
  30. Umar Ali Bukar & Fatimah Sidi & Marzanah A. Jabar & Rozi Nor Haizan Nor & Salfarina Abdullah & Iskandar Ishak & Mustafa Alabadla & Ali Alkhalifah, 2022. "How Advanced Technological Approaches Are Reshaping Sustainable Social Media Crisis Management and Communication: A Systematic Review," Sustainability, MDPI, vol. 14(10), pages 1-26, May.
  31. Muhammad Ashraf Fauzi, 2023. "Social media in disaster management: review of the literature and future trends through bibliometric analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(2), pages 953-975, September.
  32. Guo, Yuanyuan & Chen, Yilang & Wu, Liang & Li, Longzhen & Li, Ruoxi, 2025. "How ecosystems coordinate architectures and AI in humanitarian operations? A configurational view," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
  33. Gupta, Shivam & Kar, Arpan Kumar & Baabdullah, Abdullah & Al-Khowaiter, Wassan A.A., 2018. "Big data with cognitive computing: A review for the future," International Journal of Information Management, Elsevier, vol. 42(C), pages 78-89.
  34. Saad Alqithami, 2025. "Integrating Sentiment Analysis and Reinforcement Learning for Equitable Disaster Response: A Novel Approach," Sustainability, MDPI, vol. 17(3), pages 1-19, January.
  35. Xing, Yunfei & Wang, Xiwei & Qiu, Chengcheng & Li, Yueqi & He, Wu, 2022. "Research on opinion polarization by big data analytics capabilities in online social networks," Technology in Society, Elsevier, vol. 68(C).
  36. Cheng-Chun Lee & Mikel Maron & Ali Mostafavi, 2022. "Community-scale big data reveals disparate impacts of the Texas winter storm of 2021 and its managed power outage," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-12, December.
  37. Mingyun Gu & Haixiang Guo & Jun Zhuang & Yufei Du & Lijin Qian, 2022. "Social Media User Behavior and Emotions during Crisis Events," IJERPH, MDPI, vol. 19(9), pages 1-21, April.
  38. Seddigh, Mohammad Reza & Targholizadeh, Aida & Shokouhyar, Sajjad & Shokoohyar, Sina, 2023. "Social media and expert analysis cast light on the mechanisms of underlying problems in pharmaceutical supply chain: An exploratory approach," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  39. Martínez-Rojas, María & Pardo-Ferreira, María del Carmen & Rubio-Romero, Juan Carlos, 2018. "Twitter as a tool for the management and analysis of emergency situations: A systematic literature review," International Journal of Information Management, Elsevier, vol. 43(C), pages 196-208.
  40. Vimala Balakrishnan & Zhongliang Shi & Chuan Liang Law & Regine Lim & Lee Leng Teh & Yue Fan & Jeyarani Periasamy, 2022. "A Comprehensive Analysis of Transformer-Deep Neural Network Models in Twitter Disaster Detection," Mathematics, MDPI, vol. 10(24), pages 1-14, December.
  41. Pablo M. Flores & Martin Hilbert, 2023. "Temporal communication dynamics in the aftermath of large-scale upheavals: do digital footprints reveal a stage model?," Journal of Computational Social Science, Springer, vol. 6(2), pages 973-999, October.
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