Automated machine learning approaches for emergency response and coordination via social media in the aftermath of a disaster: A review
Social media communication serves as an integral part of the crisis response following a
mass emergency (disaster) event. Regardless of the kind of disaster event, whether it is a …
mass emergency (disaster) event. Regardless of the kind of disaster event, whether it is a …
REALTIME QA: what's the answer right now?
We introduce RealTime QA, a dynamic question answering (QA) platform that announces
questions and evaluates systems on a regular basis (weekly in this version). RealTime QA …
questions and evaluates systems on a regular basis (weekly in this version). RealTime QA …
Actionable information in flood risk communications and the potential for new web-based tools for long-term planning for individuals and community
Because of its ubiquitous nature and catastrophic impacts, flood information should be
readily available and continually evaluated, to maximize utility for the public and …
readily available and continually evaluated, to maximize utility for the public and …
Humaid: Human-annotated disaster incidents data from twitter with deep learning benchmarks
Social networks are widely used for information consumption and dissemination, especially
during time-critical events such as natural disasters. Despite its significantly large volume …
during time-critical events such as natural disasters. Despite its significantly large volume …
MEDIC: a multi-task learning dataset for disaster image classification
Recent research in disaster informatics demonstrates a practical and important use case of
artificial intelligence to save human lives and suffering during natural disasters based on …
artificial intelligence to save human lives and suffering during natural disasters based on …
Geoinformation harvesting from social media data: A community remote sensing approach
As unconventional sources of geoinformation, massive imagery and text messages from
open platforms and social media form a temporally quasi-seamless, spatially …
open platforms and social media form a temporally quasi-seamless, spatially …
Caves: A dataset to facilitate explainable classification and summarization of concerns towards covid vaccines
Convincing people to get vaccinated against COVID-19 is a key societal challenge in the
present times. As a first step towards this goal, many prior works have relied on social media …
present times. As a first step towards this goal, many prior works have relied on social media …
Blockchain-based event detection and trust verification using natural language processing and machine learning
Information sharing is one of the huge topics in social media platform regarding the daily
news related to events or disasters happens in nature or its human-made. The automatic …
news related to events or disasters happens in nature or its human-made. The automatic …
Exploring the usefulness and feasibility of software requirements for social media use in emergency management
Social Media (SM) contain a wealth of information that could improve the situational
awareness of Emergency Managers during a crisis, but many barriers stand in the way …
awareness of Emergency Managers during a crisis, but many barriers stand in the way …
Camm: cross-attention multimodal classification of disaster-related tweets
During the past decade, social media platforms have been extensively used for information
dissemination by the affected community and humanitarian agencies during a disaster …
dissemination by the affected community and humanitarian agencies during a disaster …