Situational awareness enhanced through social media analytics: A survey of first responders

LS Snyder, M Karimzadeh, C Stober… - … on Technologies for …, 2019 - ieeexplore.ieee.org
Socialmedia data has been increasingly used to facilitate situational awareness during
events and emergencies such as natural disasters. While researchers have investigated …

[PDF][PDF] The Adoption of social media analytics for crisis management–Challenges and Opportunities

S Stieglitz, M Mirbabaie, J Fromm, S Melzer - 2018 - core.ac.uk
We live in a time when anyone can change from a passive bystander to an active
communicator during a crisis. This makes user-generated content a potentially valuable …

Social media analytics in disaster response: A comprehensive review

M Karimiziarani - arXiv preprint arXiv:2307.04046, 2023 - arxiv.org
Social media has emerged as a valuable resource for disaster management, revolutionizing
the way emergency response and recovery efforts are conducted during natural disasters …

Social media data in an augmented reality system for situation awareness support in emergency control rooms

J Fromm, K Eyilmez, M Baßfeld, TA Majchrzak… - Information Systems …, 2023 - Springer
During crisis situations, emergency operators require fast information access to achieve
situation awareness and make the best possible decisions. Augmented reality could be …

[PDF][PDF] Social Media Analyst Responding Tool: A Visual Analytics Prototype to Identify Relevant Tweets in Emergency Events.

M Marbouti, I Mayor, D Yim, F Maurer - ISCRAM, 2017 - academia.edu
Public and humanitarian organizations monitor social media to extract useful information
during emergencies. In this paper, we propose a new method for identifying situation …

Overcoming barriers to social media use through multisensor integration in emergency management systems

R Grace - International Journal of Disaster Risk Reduction, 2021 - Elsevier
For over a decade, the field of crisis informatics has observed novel, ad hoc uses of social
media among citizens and digital volunteers while noting barriers that impede social media …

Crisis informatics for everyday analysts: A design fiction approach to social media best practices

D Dailey, R Soden, N LaLone - Proceedings of the 2018 ACM …, 2018 - dl.acm.org
The importance of social media usage during crisis has been well established in academic
and practitioner communities. Yet, the promise of rendering insights from social media for …

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 …

Social media driven big data analysis for disaster situation awareness: A tutorial

A Pal, J Wang, Y Wu, K Kant, Z Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Situational awareness tries to grasp the important events and circumstances in the physical
world through sensing, communication, and reasoning. Tracking the evolution of changing …

Actionability in a situation awareness world: Implications for social media processing system design

J Coche, J Kropczynski, A Montarnal… - … Systems for Crisis …, 2021 - imt-mines-albi.hal.science
The field of crisis informatics now has a decade-long history of designing tools that leverage
social media to support decision-makers situation awareness. Despite this history, there …