Link recommendation algorithms and dynamics of polarization in online social networks

FP Santos, Y Lelkes, SA Levin - Proceedings of the …, 2021 - National Acad Sciences
The level of antagonism between political groups has risen in the past years. Supporters of a
given party increasingly dislike members of the opposing group and avoid intergroup …

Search as news curator: The role of Google in shaping attention to news information

D Trielli, N Diakopoulos - Proceedings of the 2019 CHI Conference on …, 2019 - dl.acm.org
This paper presents an algorithm audit of the Google Top Stories box, a prominent
component of search engine results and powerful driver of traffic to news publishers. As …

Embedding democratic values into social media AIs via societal objective functions

C Jia, MS Lam, MC Mai, JT Hancock… - Proceedings of the ACM …, 2024 - dl.acm.org
Mounting evidence indicates that the artificial intelligence (AI) systems that rank our social
media feeds bear nontrivial responsibility for amplifying partisan animosity: negative …

Refugee debate and networked framing in the hybrid media environment

R Pöyhtäri, M Nelimarkka, K Nikunen… - International …, 2021 - journals.sagepub.com
In this article, we analyse how the debate on the 'refugee crisis' has been constructed in
Finnish news media and social media by using big data analytics. The study applies big …

'The nightmare of multiculturalism': Interpreting and deploying anti-immigration rhetoric in social media

E Nortio, M Niska, TA Renvik… - New Media & …, 2021 - journals.sagepub.com
Social media is an important transmitter of anti-immigration political rhetoric. In this study, we
examine the discussions posted in a Finnish online forum provoked by an MP's anti …

Political bias and factualness in news sharing across more than 100,000 online communities

G Weld, M Glenski, T Althoff - … of the International AAAI Conference on …, 2021 - ojs.aaai.org
As civil discourse increasingly takes place online, misinformation and the polarization of
news shared in online communities have become ever more relevant concerns with real …

The design of pseudo-participation

V Palacin, M Nelimarkka, P Reynolds-Cuéllar… - Proceedings of the 16th …, 2020 - dl.acm.org
Participation is key to building an equitable, realistic and democratic future. Yet a lack of
agency in decision making and agenda-setting is a growing phenomenon in the design of …

Repbublik: Reducing polarized bubble radius with link insertions

S Haddadan, C Menghini, M Riondato… - Proceedings of the 14th …, 2021 - dl.acm.org
The topology of the hyperlink graph among pages expressing different opinions may
influence the exposure of readers to diverse content. Structural bias may trap a reader in …

Bridging Echo Chambers? Understanding Political Partisanship through Semantic Network Analysis

J Erickson, B Yan, J Huang - Social Media+ Society, 2023 - journals.sagepub.com
In an era of intense partisanship, there is widespread concern that people are self-sorting
into separate online communities which are detached from one another. Referred to as echo …

How social media disrupts institutions: Exploring the intersection of online disinformation, digital materiality and field-level change

DJ Davis, TE Beck - Information and Organization, 2023 - Elsevier
The diffusion of disinformation via social media has become a pressing societal concern for
business leaders and policy makers. In recent years, online disinformation has been …