The evolution of topic modeling

R Churchill, L Singh - ACM Computing Surveys, 2022 - dl.acm.org
Topic models have been applied to everything from books to newspapers to social media
posts in an effort to identify the most prevalent themes of a text corpus. We provide an in …

Characterizing social media manipulation in the 2020 US presidential election

E Ferrara, H Chang, E Chen, G Muric, J Patel - First Monday, 2020 - firstmonday.org
Democracies are postulated upon the ability to carry out fair elections, free from any form of
interference or manipulation. Social media have been reportedly used to distort public …

Understanding high-and low-quality URL Sharing on COVID-19 Twitter streams

L Singh, L Bode, C Budak, K Kawintiranon… - Journal of computational …, 2020 - Springer
This article investigates the prevalence of high and low quality URLs shared on Twitter when
users discuss COVID-19. We distinguish between high quality health sources, traditional …

Toward a better performance evaluation framework for fake news classification

L Bozarth, C Budak - Proceedings of the international AAAI conference on …, 2020 - aaai.org
The rising prevalence of fake news and its alarming downstream impact have motivated
both the industry and academia to build a substantial number of fake news classification …

Two decades of e-government diffusion among local governments in the United States

B Epstein - Government Information Quarterly, 2022 - Elsevier
This study is the first to evaluate e-government diffusion among local governments in the
United States over time. The diffusion rates of various types of e-government services are …

PoliBERTweet: a pre-trained language model for analyzing political content on Twitter

K Kawintiranon, L Singh - Proceedings of the Thirteenth Language …, 2022 - aclanthology.org
Transformer-based models have become the state-of-the-art for numerous natural language
processing (NLP) tasks, especially for noisy data sets, including social media posts. For …

Political deepfakes are as credible as other fake media and (sometimes) real media

S Barari, K Munger, C Lucas - 2021 - journals.uchicago.edu
There is widespread concern that political “deepfakes”—fabricated videos synthesized by
deep learning—pose an epistemic threat to democracy as a uniquely credible form of …

The Trump Advantage in Policy Recall Among Voters

J Zilinsky, JA Tucker, J Nagler - American Politics Research, 2025 - journals.sagepub.com
Research in political science suggests campaigns have a minimal effect on voters' attitudes
and vote choice. We evaluate the effectiveness of the 2016 Trump and Clinton campaigns at …

The role of institutional and operational factors in the digitalization of large local governments: insights from Italy

M Bisogno, B Cuadrado-Ballesteros… - International Journal of …, 2024 - emerald.com
Purpose This study investigates drivers of local governments' digitalization, focusing on
contextual factors that can help explain the level of e-government development. Concretely …

Market forces: Quantifying the role of top credible ad servers in the fake news ecosystem

L Bozarth, C Budak - Proceedings of the International AAAI Conference …, 2021 - ojs.aaai.org
Larry Lessig argues that four modes regulate behavior in cyberspace: laws, markets, norms,
and architecture. How can these four modes regulate the production and spread of fake …