[PDF][PDF] Social media public opinion as flocks in a murmuration: Conceptualizing and measuring opinion expression on social media

Y Zhang, F Chen, K Rohe - Journal of Computer-Mediated …, 2022 - academic.oup.com
We propose a new way of imagining and measuring opinions emerging from social media.
As people tend to connect with like-minded others and express opinions in response to …

Stance polarity in political debates: A diachronic perspective of network homophily and conversations on Twitter

M Lai, M Tambuscio, V Patti, G Ruffo… - Data & Knowledge …, 2019 - Elsevier
In the last decade, social media gained a very significant role in public debates, and despite
the many intrinsic difficulties of analyzing data streaming from on-line platforms that are …

Voices of victory: A computational focus group framework for tracking opinion shift in real time

YR Lin, D Margolin, B Keegan, D Lazer - Proceedings of the 22nd …, 2013 - dl.acm.org
Social media have been employed to assess public opinions on events, markets, and
policies. Most current work focuses on either developing aggregated measures or opinion …

The social world of twitter: Topics, geography, and emotions

D Quercia, L Capra, J Crowcroft - … AAAI Conference on Web and Social …, 2012 - ojs.aaai.org
Debate is open as to whether social media communities resemble real-life communities, and
to what extent. We contribute to this discussion by testing whether established sociological …

Sentiment analysis of twitter audiences: Measuring the positive or negative influence of popular twitterers

Y Bae, H Lee - Journal of the American Society for Information …, 2012 - Wiley Online Library
Twitter is a popular microblogging service that is used to read and write millions of short
messages on any topic within a 140‐character limit. Popular or influential users tweet their …

Political polarization on twitter

M Conover, J Ratkiewicz, M Francisco… - Proceedings of the …, 2011 - ojs.aaai.org
In this study we investigate how social media shape the networked public sphere and
facilitate communication between communities with different political orientations. We …

Me, my echo chamber, and I: introspection on social media polarization

N Gillani, A Yuan, M Saveski, S Vosoughi… - Proceedings of the 2018 …, 2018 - dl.acm.org
Homophily-our tendency to surround ourselves with others who share our perspectives and
opinions about the world-is both a part of human nature and an organizing principle …

How do politicians use Facebook? An applied social observatory

S Caton, M Hall, C Weinhardt - Big Data & Society, 2015 - journals.sagepub.com
In the age of the digital generation, written public data is ubiquitous and acts as an outlet for
today's society. Platforms like Facebook, Twitter, Google+ and LinkedIn have profoundly …

Quote RTs on Twitter: Usage of the new feature for political discourse

K Garimella, I Weber, M De Choudhury - … of the 8th ACM Conference on …, 2016 - dl.acm.org
Social media platforms provide several social interactional features. Due to the large scale
reach of social media, these interactional features help enable various types of political …

Opportunity makes opinion leaders: analyzing the role of first-hand information in opinion leadership in social media networks

S Walter, M Brüggemann - Information, Communication & Society, 2020 - Taylor & Francis
Theorizing information flows is at the heart of traditional communication theories such as the
two-step flow of communication and the concept of opinion leadership. Social media have …