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July 19, 2018 by Gary Price

Conference Paper: “Fake News As We Feel It: Perception and Conceptualization of the Term ‘Fake News’ in the Media”

July 19, 2018 by Gary Price

The following paper (preprint) has been accepted at the 10th International Conference on Social Informatics (SocInfo 2018) that is scheduled to take place in Saint Petersburg, Russia on September 25–28.
Title
Fake News As We Feel It: Perception and Conceptualization of the Term ‘Fake News’ in the Media
Authors
Evandro Cunha
Universidade Federal de Minas Gerais (UFMG), Brazil
Leiden University

Gabriel Magno
Universidade Federal de Minas Gerais (UFMG), Brazil
Josemar Caetano
Universidade Federal de Minas Gerais (UFMG), Brazil
Douglas Teixeira
Universidade Federal de Minas Gerais (UFMG), Brazil
Virgilio Almeida
Universidade Federal de Minas Gerais (UFMG), Brazil
Berkman Klein Center for Internet & Society, Harvard University
Source
via arXiv
July 18, 2018
Abstract

In this article, we quantitatively analyze how the term “fake news” is being shaped in news media in recent years. We study the perception and the conceptualization of this term in the traditional media using eight years of data collected from news outlets based in 20 countries. Our results not only corroborate previous indications of a high increase in the usage of the expression “fake news”, but also show contextual changes around this expression after the United States presidential election of 2016. Among other results, we found changes in the related vocabulary, in the mentioned entities, in the surrounding topics and in the contextual polarity around the term “fake news”, suggesting that this expression underwent a change in perception and conceptualization after 2016. These outcomes expand the understandings on the usage of the term “fake news”, helping to comprehend and more accurately characterize this relevant social phenomenon linked to misinformation and manipulation.

Direct to Full Text Paper ||| arXiv Abstract/Info Page
16 pages; PDF.

Filed under: Data Files, Journal Articles, News

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About Gary Price

Gary Price (gprice@gmail.com) is a librarian, writer, consultant, and frequent conference speaker based in the Washington D.C. metro area. He earned his MLIS degree from Wayne State University in Detroit. Price has won several awards including the SLA Innovations in Technology Award and Alumnus of the Year from the Wayne St. University Library and Information Science Program. From 2006-2009 he was Director of Online Information Services at Ask.com. Gary is also the co-founder of infoDJ an innovation research consultancy supporting corporate product and business model teams with just-in-time fact and insight finding.

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