PulseAugur
LIVE 04:26:50
research · [2 sources] ·

New dataset analyzes Arabic social media for conflict vs. cohesion

Researchers have introduced Cohesion-6K, a new dataset designed to analyze social cohesion and conflict within Arabic online discourse. The dataset comprises six thousand Facebook posts related to the Israeli Occupation of Palestine, categorized on a spectrum from conflict to cohesion. Analysis of the data indicates that posts promoting conflict receive significantly more user engagement than those focused on resolution, highlighting a trend of divisive content gaining greater visibility. AI

Summary written by gemini-2.5-flash-lite from 2 sources. How we write summaries →

IMPACT Provides a new resource for studying online polarization and the impact of AI-assisted annotation in computational social science.

RANK_REASON The cluster contains an academic paper presenting a new dataset for research purposes.

Read on arXiv cs.CL →

COVERAGE [2]

  1. arXiv cs.CL TIER_1 · Aisha Ali Al-Athba, Wajdi Zaghouani ·

    Cohesion-6K: An Arabic Dataset for Analyzing Social Cohesion and Conflict in Online Discourse

    arXiv:2605.22447v1 Announce Type: new Abstract: The study of online discourse has become central to understanding societal polarization. While much research has focused on detecting overt toxicity, the subtle dynamics of social cohesion, meaning the interaction between divisive a…

  2. arXiv cs.CL TIER_1 · Wajdi Zaghouani ·

    Cohesion-6K: An Arabic Dataset for Analyzing Social Cohesion and Conflict in Online Discourse

    The study of online discourse has become central to understanding societal polarization. While much research has focused on detecting overt toxicity, the subtle dynamics of social cohesion, meaning the interaction between divisive and unifying narratives, remain computationally u…