Content analysis in an era of big data: A hybrid approach to computational and manual methods

SC Lewis, R Zamith, A Hermida - Journal of broadcasting & …, 2013 - Taylor & Francis
Massive datasets of communication are challenging traditional, human-driven approaches
to content analysis. Computational methods present enticing solutions to these problems but …

[KNYGA][B] Qualitative research in digital environments: A research toolkit

A Caliandro, A Gandini - 2016 - taylorfrancis.com
This book offers a toolkit of methods and technologies to undertake qualitative research on
digital spaces. Unlike commonly used traditional methodological strategies, which are …

Polarisation and the news media in Europe

R Fletcher, J Jenkins - Publications Office of the EU, 2019 - ora.ox.ac.uk
This report describes a review of the literature examining the effect of news use on
polarisation across Europe. In considering work concerned with both the supply side of …

Content analysis and the algorithmic coder: What computational social science means for traditional modes of media analysis

R Zamith, SC Lewis - … ANNALS of the American Academy of …, 2015 - journals.sagepub.com
To deal with ever-larger datasets, media scholars are increasingly using computational
analytic methods. This article focuses on how the traditional (manual) approach to …

Public media autonomy and accountability: Best and worst policy practices in 12 leading democracies

R Benson, M Powers, T Neff - International journal of communication, 2017 - ijoc.org
Public media's contributions to democracy are well established. Less widely known are the
specific policies that make these contributions possible. This study finds that professional …

“I Shared the News Today, oh Boy” News provision and interaction on Facebook

AO Larsson - Journalism studies, 2018 - Taylor & Francis
Swedish newspapers have hosted Web pages since the mid-1990s, and are often pointed to
as some of the most popular online locations in the Swedish-speaking online sphere. These …

Social media research: The application of supervised machine learning in organizational communication research.

W Van Zoonen, GLA Toni - Computers in human behavior, 2016 - Elsevier
Despite the online availability of data, analysis of this information in academic research is
arduous. This article explores the application of supervised machine learning (SML) to …

Is public service broadcasting a threat to commercial media?

H Sjøvaag, TA Pedersen… - Media, Culture & Society, 2019 - journals.sagepub.com
This article asks to what extent public service broadcasting's online news service resembles
that of commercial media. The context of this inquiry is claims of 'out-crowding'facing public …

Computational Journalism. When journalism meets programming

E Stavelin - 2014 - bora.uib.no
Digital data sources and platforms allow journalists to produce news in new and different
ways. The shift from an analog to digital workflow introduces computation as a central …

Why linking matters: A metajournalistic discourse analysis

J De Maeyer, AE Holton - Journalism, 2016 - journals.sagepub.com
Journalists have incorporated hyperlinks (ie linking) into their professional practice since the
early stages of digital news expansion. Media scholars and professionals have continually …