Smart City Gnosys
Smart city article details
| Title | Big Data And Emergency Management: Concepts, Methodologies, And Applications |
|---|---|
| ID_Doc | 12043 |
| Authors | Song X.; Zhang H.; Akerkar R.; Huang H.; Guo S.; Zhong L.; Ji Y.; Opdahl A.L.; Purohit H.; Skupin A.; Pottathil A.; Culotta A. |
| Year | 2022 |
| Published | IEEE Transactions on Big Data, 8, 2 |
| DOI | http://dx.doi.org/10.1109/TBDATA.2020.2972871 |
| Abstract | Recent decades have seen a significant increase in the frequency, intensity, and impact of natural disasters and other emergencies, forcing the governments around the world to make emergency response and disaster management national priorities. The growth of extremely large and complex datasets - commonly referred to as big data - and various advances in information and communications technology and computing now support more effective approaches to humanitarian relief, logistical coordination, overall disaster management, and long-term recovery in connection with natural disasters and emergency events. Leveraging big data and technological advances for emergency management has attracted considerable attention in the research community. However, the desired merging of big data and emergency management (BDEM) requires coordinated efforts to align and define interdisciplinary terminologies and methodologies. To date, the key concepts and technologies in this emerging research area have not been coherently discussed in a sufficiently broad and multidisciplinary manner. In this article, an international team presents an overview of the BDEM domain, highlighting a general framework and discussing key challenges from several perspectives. We introduce and summarize typical technologies and applications, organized into the six broad categories of remote sensing, resilient communication networks, mobile communication networks, human mobility and urban sensing, social network analysis, and knowledge graphs. Finally, we outline several directions of future research. © 2022 IEEE. |
| Author Keywords | Disaster informatics; emergency management; smart city; urban computing |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
52030  | 0.886 | Khatoon S.; Asif A.; Hasan M.M.; Alshamari M. | Social Media-Based Intelligence For Disaster Response And Management In Smart Cities | Springer Optimization and Its Applications, 186 (2022) |
| 21811 | 0.88 | Aboualola M.; Abualsaud K.; Khattab T.; Zorba N.; Hassanein H.S. | Edge Technologies For Disaster Management: A Survey Of Social Media And Artificial Intelligence Integration | IEEE Access, 11 (2023) |
| 917 | 0.865 | Han C.; Zang S. | A Comprehensive Review Of Disruptive Technologies In Disaster Risk Management Of Smart Cities | Climate Risk Management, 48 (2025) |
| 20548 | 0.854 | Munawar H.S.; Mojtahedi M.; Hammad A.W.A.; Kouzani A.; Mahmud M.A.P. | Disruptive Technologies As A Solution For Disaster Risk Management: A Review | Science of the Total Environment, 806 (2022) |
| 49723 | 0.854 | Santos R.; Ochoa J.M.; Ochoa S.F.; Chesñevar C. | Smart Cities With Digital Twin Systems For Disaster Management | Digital Twin and Blockchain for Sensor Networks in Smart Cities (2025) |
| 51432 | 0.853 | Josipovic N.; Viergutz K. | Smart Solutions For Municipal Flood Management: Overview Of Literature, Trends, And Applications In German Cities | Smart Cities, 6, 2 (2023) |