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We analyze the relationship between partisanship, echo chambers, and vulnerability to online misinformation by studying news sharing behavior on Twitter. While our results confirm prior findings that online misinformation sharing is…

社会与信息网络 · 计算机科学 2021-02-23 Dimitar Nikolov , Alessandro Flammini , Filippo Menczer

An important challenge in the process of tracking and detecting the dissemination of misinformation is to understand the political gap between people that engage with the so called "fake news". A possible factor responsible for this gap is…

社会与信息网络 · 计算机科学 2017-07-18 Manoel Horta Ribeiro , Pedro H. Calais , Virgílio A. F. Almeida , Wagner Meira

Artificial intelligence techniques have increasingly been applied to understand the complex relationship between public sentiment and financial market behaviour. This study explores the relationship between the sentiment of news related to…

统计金融 · 定量金融 2025-10-21 Domenica Mino , Cillian Williamson

The digital landscape provides a dynamic platform for political discourse crucial for understanding shifts in public opinion and engagement especially under authoritarian governments This study examines YouTube user behavior during the…

信息检索 · 计算机科学 2024-08-20 Elizaveta Savchenko , Michael Raphael Freedman

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…

计算与语言 · 计算机科学 2022-04-12 Bohdan M. Pavlyshenko

The mission of resilience of Ukrainian cities calls for international collaboration with the scientific community to increase the quality of information by identifying and integrating information from various news and social media sources.…

计算机与社会 · 计算机科学 2025-01-28 Manar Attar , Shuai Wang , Ronald Siebes , Eirik Kultorp , Zhisheng Huang , Tianyang Lu

We present a dataset of video descriptions, comments, and user statistics, from the social media platform TikTok, centred around the invasion of Ukraine in 2022, an event that launched TikTok into the geopolitical arena. User activity on…

社会与信息网络 · 计算机科学 2023-05-15 Benjamin Steel , Sara Parker , Derek Ruths

Telegram emerged as a crucial platform for both parties during the conflict between Russia and Ukraine. Per its minimal policies for content moderation, Pro-Kremlin narratives and potential misinformation were spread on Telegram, while…

社会与信息网络 · 计算机科学 2025-04-22 Apaar Bawa , Ugur Kursuncu , Dilshod Achilov , Valerie L. Shalin , Nitin Agarwal , Esra Akbas

On 24 February 2022 Russia invaded Ukraine, starting one of the largest military conflicts in Europe in recent years. In this paper we present preliminary findings about the impact of the conflict on the Internet performance in Ukraine and…

网络与互联网体系结构 · 计算机科学 2022-05-19 Tal Mizrahi , Jose Yallouz

We conduct longitudinal and temporal analyses on active DNS measurement data to investigate how the Russia-Ukraine conflict impacted the network infrastructures supporting domain names under ICANN's CZDS new gTLDs. Our findings revealed…

网络与互联网体系结构 · 计算机科学 2023-05-30 Muhammad Yasir Muzayan Haq , Abhishta Abhishta , Raffaele Sommese , Mattijs Jonker , Lambert J. M. Nieuwenhuis

Following the 2016 US presidential election and the now overwhelming evidence of Russian interference, there has been an explosion of interest in the phenomenon of "fake news". To date, research on false news has centered around detecting…

社会与信息网络 · 计算机科学 2022-06-28 Keeley Erhardt , Alex Pentland

Misinformation is becoming increasingly prevalent on social media and in news articles. It has become so widespread that we require algorithmic assistance utilising machine learning to detect such content. Training these machine learning…

机器学习 · 计算机科学 2022-03-09 Dan Saattrup Nielsen , Ryan McConville

Twitter, as one of the most popular social networks, provides a platform for communication and online discourse. Unfortunately, it has also become a target for bots and fake accounts, resulting in the spread of false information and…

社会与信息网络 · 计算机科学 2025-04-15 Alexander Shevtsov , Despoina Antonakaki , Ioannis Lamprou , Polyvios Pratikakis , Sotiris Ioannidis

Email phishing remains a prevalent cyber threat, targeting victims to extract sensitive information or deploy malicious software. This paper explores the integration of open-source intelligence (OSINT) tools and machine learning (ML) models…

密码学与安全 · 计算机科学 2025-01-16 Panharith An , Rana Shafi , Tionge Mughogho , Onyango Allan Onyango

This article analyzes the Hamas-Israel controversy through 253,925 Spanish-language YouTube comments posted between October 2023 and January 2024, following the October 7 attack that escalated the conflict. Adopting an interdisciplinary…

计算与语言 · 计算机科学 2025-04-17 Victor Manuel Hernandez Lopez , Jaime E. Cuellar

The rise of large language models (LLMs) has a significant impact on information warfare. By facilitating the production of content related to disinformation and propaganda campaigns, LLMs can amplify different types of information…

计算机与社会 · 计算机科学 2024-09-19 Mykola Makhortykh , Ani Baghumyan , Victoria Vziatysheva , Maryna Sydorova , Elizaveta Kuznetsova

The paper considers exploratory data analysis and approaches in predictive analytics for air alerts during the Russian-Ukrainian war which broke out on Feb 24, 2022. The results illustrate that alerts in regions correlate with one another…

机器学习 · 计算机科学 2024-11-25 Demian Pavlyshenko , Bohdan Pavlyshenko

Over the past couple of years, anecdotal evidence has emerged linking coordinated campaigns by state-sponsored actors with efforts to manipulate public opinion on the Web, often around major political events, through dedicated accounts, or…

Satellite Internet plays an increasingly important role in geopolitical conflicts. This notion was affirmed in the Ukrainian conflict escalating at the beginning of 2022, with the large-scale deployment of the Starlink satellite Internet…

密码学与安全 · 计算机科学 2023-07-28 David Koisser , Richard Mitev , Marco Chilese , Ahmad-Reza Sadeghi

Social media, once hailed as a vehicle for democratization and the promotion of positive social change across the globe, are under attack for becoming a tool of political manipulation and spread of disinformation. A case in point is the…

社会与信息网络 · 计算机科学 2018-08-13 Adam Badawy , Kristina Lerman , Emilio Ferrara