<?xml version="1.0" encoding="UTF-8"?><resource xmlns="http://datacite.org/schema/kernel-4"><identifier identifierType="URL">https://inrepscholar.com/projects/984</identifier><creators><creator><creatorName>Kelvin Kinda Chumbe</creatorName></creator></creators><titles><title>A Deep Learning Tool to Bridge the Situational Awareness Gap in Disaster Management</title></titles><publisher>African Leadership Univerisity</publisher><publicationYear>2021</publicationYear><resourceType resourceTypeGeneral="Text">Final Year Project</resourceType><descriptions><description descriptionType="Abstract">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.</description></descriptions></resource>