The validity of sentiment analysis: Comparing manual annotation, crowd-coding, dictionary approaches, and machine learning algorithms
W Van Atteveldt, MACG Van der Velden… - Communication …, 2021 - Taylor & Francis
Sentiment is central to many studies of communication science, from negativity and
polarization in political communication to analyzing product reviews and social media …
polarization in political communication to analyzing product reviews and social media …
[图书][B] We need to talk: How cross-party dialogue reduces affective polarization
MS Levendusky, DA Stecula - 2021 - cambridge.org
Americans today are affectively polarized: they dislike and distrust those from the opposing
political party more than they did in the past, with damaging consequences for their …
political party more than they did in the past, with damaging consequences for their …
Adapting security warnings to counter online disinformation
Disinformation is proliferating on the internet, and platforms are responding by attaching
warnings to content. There is little evidence, however, that these warnings help users …
warnings to content. There is little evidence, however, that these warnings help users …
Cracking open the news feed: Exploring what us Facebook users see and share with large-scale platform data
In this study, we analyze for the first time newly available engagement data covering millions
of web links shared on Facebook to describe how and by which categories of US users …
of web links shared on Facebook to describe how and by which categories of US users …
Does clickbait actually attract more clicks? Three clickbait studies you must read
Studies show that users do not reliably click more often on headlines classified as clickbait
by automated classifiers. Is this because the linguistic criteria (eg, use of lists or questions) …
by automated classifiers. Is this because the linguistic criteria (eg, use of lists or questions) …
[PDF][PDF] Recruiting research participants through facebook: Assessing facebook advertisement tools
A Neundorf, A Öztürk - OSF Preprints, 2021 - files.osf.io
The use of paid advertisements on social media, in particular Facebook, to create samples
for online survey research is becoming increasingly common. Facebook's promise of …
for online survey research is becoming increasingly common. Facebook's promise of …
[PDF][PDF] Political deepfakes are as credible as other fake media and (sometimes) real media
Political Deepfakes Are As Credible As Other Fake Media And (Sometimes) Real Media
Page 1 Political Deepfakes Are As Credible As Other Fake Media And (Sometimes) Real …
Page 1 Political Deepfakes Are As Credible As Other Fake Media And (Sometimes) Real …
Clickbait—trust and credibility of digital news
Clickbait headlines are compelling and designed to lure readers to click on the linked article.
To understand their impact on the credibility of news items, we designed and conducted an …
To understand their impact on the credibility of news items, we designed and conducted an …
Etiquette Line of Online Communication in the Community
L Duskaeva - Speech Etiquette in Slavic Online Communities, 2021 - Springer
The chapter summarizes the data obtained in the observation of the unfolding of discussions
in the groups described in the book with the aim to define the concept of speech etiquette of …
in the groups described in the book with the aim to define the concept of speech etiquette of …
Influential factors on collective anxiety of online topic-based communities
Background: Under the uncertainty led by the decentralized information on social media,
people seek homogeneity in either opinions or affection to establish group identity to better …
people seek homogeneity in either opinions or affection to establish group identity to better …