<?xml version="1.0" encoding="UTF-8"?><record xmlns:dc="http://purl.org/dc/elements/1.1/"><dc:title>A Deep Learning Tool to Bridge the Situational Awareness Gap in Disaster Management</dc:title><dc:creator>Kelvin Kinda Chumbe</dc:creator><dc:publisher>African Leadership Univerisity</dc:publisher><dc:date>2021</dc:date><dc:description>This project explores using Twitter as a source of disaster-related information. It uses a Machine Learning pipeline to extract key information from tweets and a web-based application to deploy trained models.</dc:description><dc:subject>Social Media, Situational Awareness, Disaster, Disaster Management, Machine Learning, Pipeline, Crowdmap</dc:subject><dc:type>Final Year Project</dc:type><dc:identifier>https://inrepscholar.com/african-leadership-univerisity/projects/984</dc:identifier><dc:rights></dc:rights></record>