[HTML][HTML] Applications of artificial intelligence for disaster management

W Sun, P Bocchini, BD Davison - Natural Hazards, 2020 - Springer
Natural hazards have the potential to cause catastrophic damage and significant
socioeconomic loss. The actual damage and loss observed in the recent decades has …

[HTML][HTML] Socializing in emergencies—A review of the use of social media in emergency situations

T Simon, A Goldberg, B Adini - International journal of information …, 2015 - Elsevier
Social media tools are integrated in most parts of our daily lives, as citizens, netizens,
researchers or emergency responders. Lessons learnt from disasters and emergencies that …

NRC-Canada: Building the state-of-the-art in sentiment analysis of tweets

SM Mohammad, S Kiritchenko, X Zhu - arXiv preprint arXiv:1308.6242, 2013 - arxiv.org
In this paper, we describe how we created two state-of-the-art SVM classifiers, one to detect
the sentiment of messages such as tweets and SMS (message-level task) and one to detect …

[图书][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 …

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 …

Twitter as a tool for the management and analysis of emergency situations: A systematic literature review

M Martínez-Rojas, M del Carmen Pardo-Ferreira… - International Journal of …, 2018 - Elsevier
The importance of timely, accurate and effective use of available information is essential to
the proper management of emergency situations. In recent years, emerging technologies …

Social media analytics for natural disaster management

Z Wang, X Ye - International Journal of Geographical Information …, 2018 - Taylor & Francis
Social media analytics has become prominent in natural disaster management. In spite of a
large variety of metadata fields in social media data, four dimensions (ie space, time, content …

Social media in disaster communication

L Palen, AL Hughes - Handbook of disaster research, 2018 - Springer
This chapter surveys the rapid rise of social media in a range of disaster experiences,
reviewing topics of citizen reporting, community-oriented computing, distributed problem …

Faking sandy: characterizing and identifying fake images on twitter during hurricane sandy

A Gupta, H Lamba, P Kumaraguru, A Joshi - Proceedings of the 22nd …, 2013 - dl.acm.org
In today's world, online social media plays a vital role during real world events, especially
crisis events. There are both positive and negative effects of social media coverage of …

Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports

AJP Tixier, MR Hallowell, B Rajagopalan… - Automation in …, 2016 - Elsevier
Abstract In the United States like in many other countries throughout the globe, construction
workers are more likely to be injured on the job than workers in any other industry. This poor …