Processing social media messages in mass emergency: A survey

M Imran, C Castillo, F Diaz, S Vieweg - ACM computing surveys (CSUR), 2015 - dl.acm.org
Social media platforms provide active communication channels during mass convergence
and emergency events such as disasters caused by natural hazards. As a result, first …

Spatiotemporal event detection: A review

M Yu, M Bambacus, G Cervone, K Clarke… - … Journal of Digital …, 2020 - Taylor & Francis
The advancements of sensing technologies, including remote sensing, in situ sensing,
social sensing, and health sensing, have tremendously improved our capability to observe …

[CARTE][B] Big crisis data: social media in disasters and time-critical situations

C Castillo - 2016 - books.google.com
Social media is an invaluable source of time-critical information during a crisis. However,
emergency response and humanitarian relief organizations that would like to use this …

Hierarchical and incremental structural entropy minimization for unsupervised social event detection

Y Cao, H Peng, Z Yu, SY Philip - … of the AAAI conference on artificial …, 2024 - ojs.aaai.org
As a trending approach for social event detection, graph neural network (GNN)-based
methods enable a fusion of natural language semantics and the complex social network …

A survey on real-time event detection from the Twitter data stream

M Hasan, MA Orgun… - Journal of Information …, 2018 - journals.sagepub.com
The proliferation of social networking services has resulted in a rapid growth of their user
base, spanning across the world. The collective information generated from these online …

Real-time event detection from the Twitter data stream using the TwitterNews+ Framework

M Hasan, MA Orgun, R Schwitter - Information Processing & Management, 2019 - Elsevier
Detecting events in real-time from the Twitter data stream has gained substantial attention in
recent years from researchers around the world. Different event detection approaches have …

Knowledge-preserving incremental social event detection via heterogeneous gnns

Y Cao, H Peng, J Wu, Y Dou, J Li, PS Yu - Proceedings of the web …, 2021 - dl.acm.org
Social events provide valuable insights into group social behaviors and public concerns and
therefore have many applications in fields such as product recommendation and crisis …

Social sensing in disaster city digital twin: Integrated textual–visual–geo framework for situational awareness during built environment disruptions

C Fan, Y Jiang, A Mostafavi - Journal of Management in …, 2020 - ascelibrary.org
This paper proposed and tested an integrated textual–visual–geo framework to enhance
social sensing techniques in smart city digital twins in the context of disasters. Effective and …

Natural disasters detection in social media and satellite imagery: a survey

N Said, K Ahmad, M Riegler, K Pogorelov… - Multimedia Tools and …, 2019 - Springer
The analysis of natural disaster-related multimedia content got great attention in recent
years. Being one of the most important sources of information, social media have been …

Real-time event detection on social data streams

M Fedoryszak, B Frederick, V Rajaram… - Proceedings of the 25th …, 2019 - dl.acm.org
Social networks are quickly becoming the primary medium for discussing what is happening
around real-world events. The information that is generated on social platforms like Twitter …