Discovering the relationship of disasters from big scholar and social media news datasets

L Zheng, F Wang, X Zheng, B Liu - Social Sensing and Big Data …, 2020 - taylorfrancis.com
The construction method for chains of disasters or events is still one of the core scientific
questions in studying the common rules of disaster's evolution. Especially when dealing with …

Disaster Event Detection from Text: A Survey

A Gupta, M Rani, S Kaushal - … Intelligence in Data Mining: Proceedings of …, 2022 - Springer
With the advent of increasing online information, detecting and monitoring disaster events
from textual data is challenging. The moment some disaster event happens, the social …

Analyzing spatial-temporal distribution of natural hazards in China by mining news sources

X Liu, H Guo, Y Lin, Y Li, J Hou - Natural Hazards Review, 2018 - ascelibrary.org
Natural hazards cause severe consequences to society, the economy, and the environment.
However, it is difficult to analyze natural hazards occurrences in China because there is no …

Big data mining for natural disaster analysis

YM Kim, MN Hwang, T Kim, CH Jeong… - Journal of the Korean …, 2015 - koreascience.kr
Big data analysis for disaster have been recently started especially to text data such as
social media. Social data usually supports for the final two stages of disaster management …

Comparative study of statistical features to detect the target event during disaster

M Sreenivasulu, M Sridevi - Big Data Mining and Analytics, 2020 - ieeexplore.ieee.org
Microblogs, such as facebook and twitter, have much attention among the users and
organizations. Nowadays, twitter is more popular because of its real-time nature. People …

Twitter analytics for disaster relevance and disaster phase discovery

AA Khaleq, I Ra - Proceedings of the Future Technologies Conference …, 2019 - Springer
Natural disasters happen at any time and at any place. Social media can provide an
important mean for both people affected and emergency personnel in sharing and receiving …

Emergent use of artificial intelligence and social media for disaster management

S Saleem, M Mehrotra - Proceedings of International Conference on Data …, 2022 - Springer
Timely access to up-to-date and relevant disaster information is crucial for disaster response
organizations to make effective decisions and proper management strategies to lessen the …

" Breaking" Disasters: Predicting and Characterizing the Global News Value of Natural and Man-made Disasters

A Nourbakhsh, Q Li, X Liu, S Shah - arXiv preprint arXiv:1709.02510, 2017 - arxiv.org
Due to their often unexpected nature, natural and man-made disasters are difficult to monitor
and detect for journalists and disaster management response teams. Journalists are …

DEES: a real-time system for event extraction from disaster-related web text

N Algiriyage, R Prasanna, K Stock, EEH Doyle… - Social Network Analysis …, 2022 - Springer
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 …

Automated identification of disaster news for crisis management using machine learning and natural language processing

J Domala, M Dogra, V Masrani… - … on Electronics and …, 2020 - ieeexplore.ieee.org
We are living in unprecedented times and anyone in this world could be impacted by natural
disasters in some way or the other. Life is unpredictable and what is to come is …