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Communications

The European Journal of Communication Research

Ed. by Averbeck-Lietz, Stefanie / d'Haenens, Leen


IMPACT FACTOR 2018: 0.707
5-year IMPACT FACTOR: 1.151

CiteScore 2018: 0.86

SCImago Journal Rank (SJR) 2018: 0.460
Source Normalized Impact per Paper (SNIP) 2018: 0.580

Online
ISSN
1613-4087
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Volume 42, Issue 2

Issues

Critical news reading with Twitter? Exploring data-mining practices and their impact on societal discourse

Mathias Verbeke / Bettina Berendt / Leen d’Haenens / Michaël Opgenhaffen
Published Online: 2017-04-02 | DOI: https://doi.org/10.1515/commun-2017-0014

Abstract

This article shows that the collaboration between social science and computer science scholars proves fruitful in enhancing conceptual and methodological innovation in research appropriate for the digital world. It presents arguments for ways in which a multi-disciplinary approach can strengthen media studies and nnovatively advance both research breadth and depth. To illustrate this interesting connection of both disciplines, we present the example analysis of large data from Twitter and discuss this analysis in a communication science research environment. We propose TwiNeR, a software tool that analyzes tweet content using an advanced language modeling approach for classifying tweets into five prototypical messages referring to ‘activities’ related to news and news sources in the Twitter network (i.e., source-fed article, user-fed article, content spread by user, other source content, other user content).

Keywords: news analysis; Twitter analysis; big data; mixed media environment; multi-disciplinary approach

About the article

Published Online: 2017-04-02

Published in Print: 2017-04-01


Citation Information: Communications, Volume 42, Issue 2, Pages 127–149, ISSN (Online) 1613-4087, ISSN (Print) 0341-2059, DOI: https://doi.org/10.1515/commun-2017-0014.

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