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The COVID-19 pandemic has profoundly affected the normal course of life -- from lock-downs and virtual meetings to the unprecedentedly swift creation of vaccines. To halt the COVID-19 pandemic, the world has started preparing for the global…

Machine Learning · Computer Science 2025-03-05 Tanveer Khan , Fahad Sohrab , Antonis Michalas , Moncef Gabbouj

State-sponsored organizations are increasingly linked to efforts aimed to exploit social media for information warfare and manipulating public opinion. Typically, their activities rely on a number of social network accounts they control,…

Social and Information Networks · Computer Science 2021-01-12 Savvas Zannettou , Tristan Caulfield , Barry Bradlyn , Emiliano De Cristofaro , Gianluca Stringhini , Jeremy Blackburn

The Coronavirus pandemic has created complex challenges and adverse circumstances. This research discovers public sentiment amidst problematic socioeconomic consequences of the lockdown, and explores ensuing four potential sentiment…

Information Retrieval · Computer Science 2020-05-25 Jim Samuel , Md. Mokhlesur Rahman , G. G. Md. Nawaz Ali , Yana Samuel , Alexander Pelaez

We present DNIPRO, a corpus of 246K news articles from the Russo-Ukrainian war (Feb 2022 -- Aug 2024) spanning eleven outlets across five nation-states (Russia, Ukraine, U.S., U.K., China) and three languages. The corpus features…

Computation and Language · Computer Science 2026-03-16 Dikshya Mohanty , Taisiia Sabadyn , Jelwin Rodrigues , Chenlu Wang , Abhishek Kalugade , Ritwik Banerjee

Local or national politics can trigger potentially dangerous hate in someone. But with a third of the world's population eligible to vote in elections in 2024 alone, we lack understanding of how individual-level hate multiplies up to hate…

Social and Information Networks · Computer Science 2024-05-02 Akshay Verma , Richard Sear , Neil F. Johnson

Many European citizens become targets of the Kremlin propaganda campaigns, aiming to minimise public support for Ukraine, foster a climate of mistrust and disunity, and shape elections (Meister, 2022). To address this challenge, we…

Computation and Language · Computer Science 2024-01-30 Veronika Solopova , Viktoriia Herman , Christoph Benzmüller , Tim Landgraf

In 2020 the tragic murder of George Floyd at the hands of law enforcement ignited and intensified nationwide protests, demanding changes in police funding and allocation. This happened during a budgeting feedback exercise where residents of…

Computers and Society · Computer Science 2024-09-17 Lodewijk L. Gelauff , Ashish Goel

Sentiment analysis of textual content has become a well-established solution for analyzing social media data. However, with the rise of images and videos as primary modes of expression, more information on social media is conveyed visually.…

Social and Information Networks · Computer Science 2025-03-27 Chiyu Wei , Sean Noh , Ho-Chun Herbert Chang

Sentiment analysis of social media data is an emerging field with vast applications in various domains. In this study, we developed a sentiment analysis model to analyze social media sentiment, especially tweets, during global conflicting…

Computation and Language · Computer Science 2023-12-08 Ujwal Sasikumar , Ank Zaman , Abdul-Rahman Mawlood-Yunis , Prosenjit Chatterjee

Social media platforms have been exploited to conduct election interference in recent years. In particular, the Russian-backed Internet Research Agency (IRA) has been identified as a key source of misinformation spread on Twitter prior to…

Computers and Society · Computer Science 2021-02-17 Upasana Dutta , Rhett Hanscom , Jason Shuo Zhang , Richard Han , Tamara Lehman , Qin Lv , Shivakant Mishra

There is a widespread belief that the tone of US political language has become more negative recently, in particular when Donald Trump entered politics. At the same time, there is disagreement as to whether Trump changed or merely continued…

Computation and Language · Computer Science 2024-12-31 Jonathan Külz , Andreas Spitz , Ahmad Abu-Akel , Stephan Günnemann , Robert West

The concept of entropy is not uniquely relevant to the statistical mechanics but among others it can play pivotal role in the analysis of a time series, particularly the stock market data. In this area sudden events are especially…

Statistical Finance · Quantitative Finance 2023-06-07 Ewa A. Drzazga-Szczȩśniak , Piotr Szczepanik , Adam Z. Kaczmarek , Dominik Szczȩśniak

This work is dedicated to finding the determinants of voting behavior in Poland at the poviat level. 2019 parliamentary election has been analyzed and an attempt to explain vote share for the winning party (Law and Justice) has been made.…

General Economics · Economics 2020-10-08 Grzegorz Krochmal

As a response to the Russian aggression against Ukraine, the European Union (EU), through the notion of "digital sovereignty", imposed sanctions on organizations and individuals affiliated with the Russian Federation that prohibit…

Networking and Internet Architecture · Computer Science 2024-03-12 John Kristoff , Moritz Müller , Arturo Filastò , Max Resing , Chris Kanich , Niels ten Oever

The Coronavirus pandemic has affected the normal course of life. People around the world have taken to social media to express their opinions and general emotions regarding this phenomenon that has taken over the world by storm. The social…

Computation and Language · Computer Science 2020-11-11 Muvazima Mansoor , Kirthika Gurumurthy , Anantharam R U , V R Badri Prasad

International public health policies increasingly favor mandatory immunization. If its short-term effects on vaccine coverage are well documented, there has been little consideration to its effects on public attitudes towards vaccines. In…

Computers and Society · Computer Science 2022-01-19 Florian Cafiero , Jeremy Ward

While sanctions in political and economic areas are now part of the standard repertoire of Western countries (not always endorsed by UN mandates), sanctions in science and culture in general are new. Historically, fundamental research as…

The war on Ukraine has affected significantly scientific cooperation and communication in particle physics and also in many other fields of scientific, cultural and educational exchange. Immediately after the war in February 2022, many…

Physics and Society · Physics 2023-11-10 Pierre Van Mechelen

This study investigates the dynamics of extreme opinions on social media during the 2023 Israeli-Palestinian conflict, utilising a comprehensive dataset of over 450,000 posts from four Reddit subreddits (r/Palestine, r/Judaism,…

Social and Information Networks · Computer Science 2025-06-10 Alessio Guerra , Marcello Lepre , Oktay Karakus

On July 13, 2024, at the Trump rally in Pennsylvania, someone attempted to assassinate Republican Presidential Candidate Donald Trump. This attempt sparked a large-scale discussion on social media. We collected posts from X (formerly known…

Social and Information Networks · Computer Science 2025-01-20 Qingcheng Zeng , Guanhong Liu , Zhaoqian Xue , Diego Ford , Rob Voigt , Loni Hagen , Lingyao Li