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 …

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 …

An overview of sentiment analysis in social media and its applications in disaster relief

G Beigi, X Hu, R Maciejewski, H Liu - Sentiment analysis and ontology …, 2016 - Springer
Sentiment analysis refers to the class of computational and natural language processing
based techniques used to identify, extract or characterize subjective information, such as …

The use of social media in risk and crisis communication

C Wendling, J Radisch, S Jacobzone - 2013 - oecd-ilibrary.org
This report highlights the changing landscape of risk and crisis communications and in
particular how social media can be a beneficial tool, but also create challenges for crisis …

Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning

MA Kaufhold, M Bayer, C Reuter - Information Processing & Management, 2020 - Elsevier
The research field of crisis informatics examines, amongst others, the potentials and barriers
of social media use during disasters and emergencies. Social media allow emergency …

[PDF][PDF] Damage Identification in Social Media Posts using Multimodal Deep Learning.

H Mouzannar, Y Rizk, M Awad - ISCRAM, 2018 - idl.iscram.org
Social media has recently become a digital lifeline used to relay information and locate
survivors in disaster situations. Currently, officials and volunteers scour social media for any …

CrisisTracker: Crowdsourced social media curation for disaster awareness

J Rogstadius, M Vukovic, CA Teixeira… - IBM Journal of …, 2013 - ieeexplore.ieee.org
Victims, volunteers, and relief organizations are increasingly using social media to report
and act on large-scale events, as witnessed in the extensive coverage of the 2010–2012 …

An advanced systematic literature review on spatiotemporal analyses of t witter data

E Steiger, JP De Albuquerque, A Zipf - Transactions in GIS, 2015 - Wiley Online Library
The objective of this article is to conduct a systematic literature review that provides an
overview of the current state of research concerning methods and application for …

[КНИГА][B] Mining user generated content

MF Moens, J Li, TS Chua - 2014 - books.google.com
Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other
networking sites, the social media shared by users and the associated metadata are …

Public behavior response analysis in disaster events utilizing visual analytics of microblog data

J Chae, D Thom, Y Jang, SY Kim, T Ertl, DS Ebert - Computers & Graphics, 2014 - Elsevier
Abstract Analysis of public behavior plays an important role in crisis management, disaster
response, and evacuation planning. Unfortunately, collecting relevant data can be costly …