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The Israeli-Palestinian conflict started on 7 October 2023, have resulted thus far to over 48,000 people killed including more than 17,000 children with a majority from Gaza, more than 30,000 people injured, over 10,000 missing, and over 1…

Social and Information Networks · Computer Science 2025-02-04 Despoina Antonakaki , Sotiris Ioannidis

The conflict between Israel and Palestinians significantly escalated after the October 7, 2023 Hamas attack, capturing global attention. To understand the public discourse on this conflict, we present a meticulously compiled…

Social and Information Networks · Computer Science 2024-04-18 Kai Chen , Zihao He , Keith Burghardt , Jingxin Zhang , Kristina Lerman

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

Coordinated campaigns on social media play a critical role in shaping crisis information environments, particularly during the onset of conflicts when uncertainty is high and verified information is scarce. We study the interplay between…

TikTok has gradually become one of the most pervasive social media platforms in our daily lives. While much can be said about the merits of platforms such as TikTok, there is a different kind of attention paid towards the political affect…

Social and Information Networks · Computer Science 2025-06-06 Rozin Hasin

We analyze Iran-related discourse across two structurally different platforms: Telegram (7,567 messages from international news channels) and Reddit (23,909 posts and comments from Iran-focused and global communities). Using a single…

Social and Information Networks · Computer Science 2026-03-13 Despoina Antonakaki , Sotiris Ioannidis

This short paper explores trends in extremist Facebook data from July 2023 to June 2024. We examined engagement, sentiment, and topics within Facebook groups categorized as anti-Israel/Semitic, anti-Palestine/Muslim, and anti-both, mapping…

Social and Information Networks · Computer Science 2026-05-05 Rr. Nefriana , Muheng Yan , Ahmad Diab , Wanhao Yu , Deborah L. Wheeler , Andrew Miller , Rebecca Hwa , Yu-Ru Lin

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…

Computation and Language · Computer Science 2025-04-17 Victor Manuel Hernandez Lopez , Jaime E. Cuellar

In politically sensitive scenarios like wars, social media serves as a platform for polarized discourse and expressions of strong ideological stances. While prior studies have explored ideological stance detection in general contexts,…

Computation and Language · Computer Science 2026-04-16 Hasin Jawad Ali , Ajwad Abrar , S. M. Hozaifa Hossain , M. Firoz Mridha

Purpose. This study analyzes the digital representation of the Iran-Israel conflict that occurred in June 2025, based on 120,000 comments posted on YouTube. It sought to identify discursive positions regarding the actors involved and to…

Social and Information Networks · Computer Science 2025-10-02 Alvaro Vallejo Ramírez

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…

Social and Information Networks · Computer Science 2025-04-22 Apaar Bawa , Ugur Kursuncu , Dilshod Achilov , Valerie L. Shalin , Nitin Agarwal , Esra Akbas

Following the Russian Federation's full-scale invasion of Ukraine in February 2022, a multitude of information narratives emerged within both pro-Russian and pro-Ukrainian communities online. As the conflict progresses, so too do the…

Social and Information Networks · Computer Science 2024-09-13 Patrick Gerard , Svitlana Volkova , Louis Penafiel , Kristina Lerman , Tim Weninger

YouTube Shorts have become central to news consumption on the platform, yet research on how geopolitical events are represented in this format remains limited. To address this gap, we present a multimodal pipeline that combines automatic…

Computation and Language · Computer Science 2026-04-02 Daniel Miehling , Sandra Kuebler

The recent escalation of the Iran Israel USA conflict in 2026 has triggered widespread global discussions across social media platforms. As people increasingly use these platforms for expressing opinions, analyzing public sentiment from…

Computation and Language · Computer Science 2026-03-17 Md Saiful Islam , Tanjim Taharat Aurpa , Sharad Hasan , Farzana Akter

The Israel-Palestine Conflict, one of the most enduring conflicts in history, dates back to the start of 20th century, with the establishment of the British Mandate in Palestine and has deeply rooted complex issues in politics, demography,…

Social and Information Networks · Computer Science 2022-07-26 Arsal Imtiaz , Danish Khan , Hanjia Lyu , Jiebo Luo

This paper examines news consumption in response to a major polarizing event, and we use the May 2021 Israeli-Palestinian conflict as an example. We conduct a detailed analysis of the news consumption of more than eight thousand Twitter…

Social and Information Networks · Computer Science 2021-09-28 Kareem Darwish

The conflict in Ukraine has been not only characterised by military engagement but also by a significant information war, with social media platforms like X, formerly known as Twitter playing an important role in shaping public perception.…

Computation and Language · Computer Science 2025-06-06 Zaur Gouliev

This study explores the prevalence of hate speech (HS) and sentiment in YouTube video comments concerning the Israel-Palestine conflict by analyzing content from both public and private news sources. The research involved annotating 4983…

Computation and Language · Computer Science 2025-03-17 Simon Hofmann , Christoph Sommermann , Mathias Kraus , Patrick Zschech , Julian Rosenberger

This paper proposes a novel lexicon-based unsupervised sentimental analysis method to measure the $``\textit{hope}"$ and $``\textit{fear}"$ for the 2022 Ukrainian-Russian Conflict. $\textit{Reddit.com}$ is utilised as the main source of…

Computation and Language · Computer Science 2023-04-10 Alessio Guerra , Oktay Karakuş

This paper presents BAR-Analytics, a web-based, open-source platform designed to analyze news dissemination across geographical, economic, political, and cultural boundaries. Using the Russian-Ukrainian and Israeli-Palestinian conflicts as…

Computation and Language · Computer Science 2025-09-05 Abdul Sittar , Dunja Mladenic , Alenka Gucek , Marko Grobelnik
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