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In the paper, different approaches for the analysis of news trends on Twitter has been considered. For the analysis and case study, informational trends on Twitter caused by Russian invasion of Ukraine in 2022 year have been studied. A deep…

Computation and Language · Computer Science 2022-04-12 Bohdan M. Pavlyshenko

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

The Russian Invasion of Ukraine in early 2022 resulted in a rapidly changing (cyber) threat environment. This changing environment incentivized the sharing of security advice on social media, both for the Ukrainian population, as well as…

Cryptography and Security · Computer Science 2022-08-25 Juliane Schmüser , Noah Wöhler , Harshini Sri Ramulu , Christian Stransky , Dominik Wermke , Sascha Fahl , Yasemin Acar

Here we present a massive longitudinal dataset of public Telegram content, comprising over 5.9 billion messages dating from 2015 to 2025, collected from 712 thousand channels and groups, enriched with metadata on forwards, reactions, and…

Online Social Networks (OSNs) play a significant role in information sharing during a crisis. The data collected during such a crisis can reflect the large scale public opinions and sentiment. In addition, OSN data can also be used to study…

Social and Information Networks · Computer Science 2022-03-08 Ehsan-Ul Haq , Gareth Tyson , Lik-Hang Lee , Tristan Braud , Pan Hui

Coordinated information operations remain a persistent challenge on social media, despite platform efforts to curb them. While previous research has primarily focused on identifying these operations within individual platforms, this study…

Social and Information Networks · Computer Science 2025-04-25 Federico Cinus , Marco Minici , Luca Luceri , Emilio Ferrara

Telegram is one of the most used instant messaging apps worldwide. Some of its success lies in providing high privacy protection and social network features like the channels -- virtual rooms in which only the admins can post and broadcast…

Computers and Society · Computer Science 2025-03-04 Massimo La Morgia , Alessandro Mei , Alberto Maria Mongardini , Jie Wu

This study quantifies influence between media outlets by applying a novel methodology that uses causal effect estimation on networks and transformer language models. We demonstrate the obscured influence of state-controlled outlets over…

Social and Information Networks · Computer Science 2022-01-19 Joseph Schlessinger , Richard Bennet , Jacob Coakwell , Steven T. Smith , Edward K. Kao

Telegram has grown into a significant platform for news and information sharing, favored for its anonymity and minimal moderation. This openness, however, makes it vulnerable to misinformation and conspiracy theories. In this study, we…

Social and Information Networks · Computer Science 2024-04-30 Lorenzo Alvisi , Serena Tardelli , Maurizio Tesconi

The Israeli-Palestinian conflict remains one of the most polarizing geopolitical issues, with the October 2023 escalation intensifying online debate. Social media platforms, particularly Telegram, have become central to real-time news…

Computers and Society · Computer Science 2026-01-07 Despoina Antonakaki , Sotiris Ioannidis

On 24 February 2022, Russia invaded Ukraine, starting what is now known as the Russo-Ukrainian War, initiating an online discourse on social media. Twitter as one of the most popular SNs, with an open and democratic character, enables a…

Social and Information Networks · Computer Science 2023-12-29 Alexander Shevtsov , Despoina Antonakaki , Ioannis Lamprou , Ioannis Kontogiorgakis , Polyvios Pratikakis , Sotiris Ioannidis

In recent years, major social media platforms have implemented increasingly strict moderation policies, resulting in bans and restrictions on conspiracy theory-related content. To circumvent these restrictions, conspiracy theorists are…

Computers and Society · Computer Science 2025-09-16 Vincenzo Imperati , Massimo La Morgia , Alessandro Mei , Alberto Maria Mongardini , Francesco Sassi

Telegram, initially a messaging app, has evolved into a platform where users can interact with various services through programmable applications, bots. Bots provide a wide range of uses, from moderating groups, helping with online…

Cryptography and Security · Computer Science 2026-04-16 Taro Tsuchiya , Haoxiang Yu , Tina Marjanov , Alice Hutchings , Nicolas Christin , Alejandro Cuevas

On the 21st of February 2022, Russia recognised the Donetsk People's Republic and the Luhansk People's Republic, three days before launching an invasion of Ukraine. Since then, an active debate has taken place on social media, mixing…

Social and Information Networks · Computer Science 2023-06-21 Haris Bin Zia , Ehsan Ul Haq , Ignacio Castro , Pan Hui , Gareth Tyson

News media has long been an ecosystem of creation, reproduction, and critique, where news outlets report on current events and add commentary to ongoing stories. Understanding the dynamics of news information creation and dispersion is…

Physics and Society · Physics 2022-09-30 Tobin South , Bridget Smart , Matthew Roughan , Lewis Mitchell

Despite their drawbacks and unintended consequences, social media networks have recently emerged as a crucial resource for individuals in distress, particularly during times of crisis. These platforms serve as a means to seek assistance and…

Social and Information Networks · Computer Science 2023-10-06 Jinyi Ye , Nikhil Jindal , Francesco Pierri , Luca Luceri

Amidst growing concern over media manipulation, NLP attention has focused on overt strategies like censorship and "fake news'". Here, we draw on two concepts from the political science literature to explore subtler strategies for government…

Computation and Language · Computer Science 2018-10-30 Anjalie Field , Doron Kliger , Shuly Wintner , Jennifer Pan , Dan Jurafsky , Yulia Tsvetkov

This paper presents a multidisciplinary approach to analyzing data from Telegram for early warning information regarding cyber threats. With the proliferation of hacktivist groups utilizing Telegram to disseminate information regarding…

Cryptography and Security · Computer Science 2024-12-31 Velizar Varbanov , Kalin Kopanov , Tatiana Atanasova

In this paper, we are interested in understanding the interrelationships between mainstream and social media in forming public opinion during mass crises, specifically in regards to how events are framed in the mainstream news and on social…

Social and Information Networks · Computer Science 2017-03-20 Dmytro Karamshuk , Tetyana Lokot , Oleksandr Pryymak , Nishanth Sastry

News sharing on digital platforms shapes the digital spaces millions of users navigate. Trace data from these platforms also enables researchers to study online news circulation. In this context, research on the types of news shared by…

Social and Information Networks · Computer Science 2025-05-14 Felix Gaisbauer , Armin Pournaki , Jakob Ohme