About: Feeling Like It is Time to Reopen Now? COVID-19 New Normal Scenarios based on Reopening Sentiment Analytics

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

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type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	Feeling Like It is Time to Reopen Now? COVID-19 New Normal Scenarios based on Reopening Sentiment Analytics
Creator	Rahman, Ali, G Pelaez, Alexander Samuel, Jim Samuel, Yana
source	ArXiv
abstract	The Coronavirus pandemic has created complex challenges and adverse circumstances. This research discovers public sentiment amidst problematic socioeconomic consequences of the lockdown, and explores ensuing four potential sentiment associated scenarios. The severity and brutality of COVID-19 have led to the development of extreme feelings, and emotional and mental healthcare challenges. This research identifies emotional consequences - the presence of extreme fear, confusion and volatile sentiments, mixed along with trust and anticipation. It is necessary to gauge dominant public sentiment trends for effective decisions and policies. This study analyzes public sentiment using Twitter Data, time-aligned to COVID-19, to identify dominant sentiment trends associated with the push to 'reopen' the economy. Present research uses textual analytics methodologies to analyze public sentiment support for two potential divergent scenarios - an early opening and a delayed opening, and consequences of each. Present research concludes on the basis of exploratory textual analytics and textual data visualization, that Tweets data from American Twitter users shows more trust sentiment support, than fear, for reopening the US economy. With additional validation, this could present a valuable time sensitive opportunity for state governments, the federal government, corporations and societal leaders to guide the nation into a successful new normal future.
has issue date	2020-05-22(xsd:dateTime)
bibo:doi	10.20944/preprints202005.0318.v1
has license	arxiv
sha1sum (hex)	b7450c8eab0233b11fce209bc17417c465658ec3
schema:url	https://doi.org/10.20944/preprints202005.0318.v1
resource representing a document's title	Feeling Like It is Time to Reopen Now? COVID-19 New Normal Scenarios based on Reopening Sentiment Analytics
resource representing a document's body	covid:b7450c8eab0233b11fce209bc17417c465658ec3#body_text
is schema:about of	named entity 'POTENTIAL' named entity 'CONFUSION' named entity 'SEVERITY' named entity 'ALIGNED TO' named entity 'OF EACH' »more»

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