Social networks are widely used for information consumption and dissemination, especially during time-critical events such as natural disasters. Despite its significantly large volume …
The time-critical analysis of social media streams is important for humanitarian organizations to plan rapid response during disasters. The crisis informatics research community has …
Recent research in disaster informatics demonstrates a practical and important use case of artificial intelligence to save human lives and suffering during natural disasters based on …
J Kersten, F Klan - Journal of Contingencies and Crisis …, 2020 - Wiley Online Library
Twitter data are a valuable source of information for rescue and helping activities in case of natural disasters and technical accidents. Several methods for disaster‐and event‐related …
Extreme weather can lead to weather-induced disasters. These have a profound impact on communities worldwide, causing loss of life, damage to properties and infrastructure, and …
H Li, D Caragea, C Caragea - … on information systems for crisis response …, 2021 - par.nsf.gov
Significant progress has been made towards automated classification of disaster or crisis related tweets using machine learning approaches. Deep learning models, such as …
Social media has become an important information source for crisis management and provides quick access to ongoing developments and critical information. However …
J Kersten, J Bongard, F Klan - 18th International Conference on …, 2021 - elib.dlr.de
Twitter is an immediate and almost ubiquitous platform and therefore can be a valuable source of information during disasters. Current methods for identifying and classifying crisis …
The rapid growth of Internet-based communication technologies in the form of Social Media (SM) and associated mobile applications has enabled people to share information related to …