Out-group animosity drives engagement on social media

S Rathje, JJ Van Bavel… - Proceedings of the …, 2021 - National Acad Sciences
There has been growing concern about the role social media plays in political polarization.
We investigated whether out-group animosity was particularly successful at generating …

[BOOK][B] Affective publics: Sentiment, technology, and politics

Z Papacharissi - 2015 - books.google.com
Over the past few decades, we have witnessed the growth of movements using digital
means to connect with broader interest groups and express their points of view. These …

Emotions and information diffusion in social media—sentiment of microblogs and sharing behavior

S Stieglitz, L Dang-Xuan - Journal of management information …, 2013 - Taylor & Francis
As a new communication paradigm, social media has promoted information dissemination in
social networks. Previous research has identified several content-related features as well as …

A new ANEW: Evaluation of a word list for sentiment analysis in microblogs

FÅ Nielsen - arxiv preprint arxiv:1103.2903, 2011 - arxiv.org
Sentiment analysis of microblogs such as Twitter has recently gained a fair amount of
attention. One of the simplest sentiment analysis approaches compares the words of a …

Machine learning-based sentiment analysis for twitter accounts

A Hasan, S Moin, A Karim, S Shamshirband - Mathematical and …, 2018 - mdpi.com
Growth in the area of opinion mining and sentiment analysis has been rapid and aims to
explore the opinions or text present on different platforms of social media through machine …

A behaviorist perspective on how to address negative consumer behaviors

C Janiszewski, J Laran - Consumer Psychology Review, 2024 - Wiley Online Library
The cognitivist paradigm has dominated the past 50 years of consumer research. Cognitivist
theories have provided extensive insights into pre‐consumption behaviors (ie, information …

The emergence of network media logic in political communication: A theoretical approach

U Klinger, J Svensson - New media & society, 2015 - journals.sagepub.com
In this article we propose a concept of network media logic in order to discuss how online
social media platforms change political communication without resorting to technological …

Machine learning and deep learning for sentiment analysis across languages: A survey

EM Mercha, H Benbrahim - Neurocomputing, 2023 - Elsevier
The inception and rapid growth of the Web, social media, and other online forums have
resulted in the continuous and rapid generation of opinionated textual data. Several real …

The MAD model of moral contagion: The role of motivation, attention, and design in the spread of moralized content online

WJ Brady, MJ Crockett… - … on Psychological Science, 2020 - journals.sagepub.com
With more than 3 billion users, online social networks represent an important venue for
moral and political discourse and have been used to organize political revolutions, influence …

Dual emotion based fake news detection: A deep attention-weight update approach

AM Luvembe, W Li, S Li, F Liu, G Xu - Information Processing & …, 2023 - Elsevier
The proliferation of false information is a growing problem in today's dynamic online
environment. This phenomenon requires automated detection of fake news to reduce its …