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 …

Platform affordances and political participation: how social media reshape political engagement

Y Theocharis, S Boulianne, K Koc-Michalska… - West European …, 2023 - Taylor & Francis
Political participation opportunities have been expanding for years, most recently through
digital tools. Social media platforms have become well integrated into civic and political …

Twenty years of digital media effects on civic and political participation

S Boulianne - Communication research, 2020 - journals.sagepub.com
More than 300 studies have been published on the relationship between digital media and
engagement in civic and political life. With such a vast body of research, it is difficult to see …

Online influence? Social media use, opinion leadership, and political persuasion

BE Weeks, A Ardèvol-Abreu… - International journal of …, 2017 - academic.oup.com
Opinion leaders can be influential in persuading their peers about news and politics, yet
their potential influence has been questioned in the social media era. This study tests a …

Media effects theories 1: An overview

PM Valkenburg, MB Oliver - Media effects, 2019 - taylorfrancis.com
The authors review the most important media effects theories that have been coined in the
past decades and to chart changes in these theories. They start by providing a definition of a …

Unpacking the use of social media for protest behavior: The roles of information, opinion expression, and activism

S Valenzuela - American behavioral scientist, 2013 - journals.sagepub.com
Recent studies have shown a positive link between frequency of social media use and
political participation. However, there has been no clear elaboration of how using social …

[图书][B] Tweeting to power: The social media revolution in American politics

J Gainous, KM Wagner - 2013 - books.google.com
Online social media are changing the face of politics in the United States. Beginning with a
strong theoretical foundation grounded in political, communications and psychology …

Understanding self-effects in social media

PM Valkenburg - Human communication research, 2017 - academic.oup.com
The aim of this article is to improve understanding of self-effects in social media, and to
compare self-effects with reception effects. Self-effects are the effects of messages the …

What is second screening? Exploring motivations of second screen use and its effect on online political participation

H Gil de Zúñiga, V Garcia-Perdomo… - Journal of …, 2015 - academic.oup.com
This study focuses on second screening for news, a hybrid media process that combines
watching news on television and a second, web-connected screen (ie, smart-phone, laptop) …

Does Internet use affect engagement? A meta-analysis of research

S Boulianne - Political communication, 2009 - Taylor & Francis
Scholars disagree about the impact of the Internet on civic and political engagement. Some
scholars argue that Internet use will contribute to civic decline, whereas other scholars view …