dorsal/arxiv
View SchemaOn Narrative: The Rhetorical Mechanisms of Online Polarisation
| Authors | Jan Elfes, Marco Bastos, Luca Maria Aiello |
|---|---|
| Categories | |
| ArXiv ID | 2601.07398vv1 |
| URL | https://arxiv.org/abs/2601.07398 |
| License | http://creativecommons.org/licenses/by-nc-sa/4.0/ |
Abstract
Polarisation research has demonstrated how people cluster in homogeneous groups with opposing opinions. However, this effect emerges not only through interaction between people, limiting communication between groups, but also between narratives, shaping opinions and partisan identities. Yet, how polarised groups collectively construct and negotiate opposing interpretations of reality, and whether narratives move between groups despite limited interactions, remains unexplored. To address this gap, we formalise the concept of narrative polarisation and demonstrate its measurement in 212 YouTube videos and 90,029 comments on the Israeli-Palestinian conflict. Based on structural narrative theory and implemented through a large language model, we extract the narrative roles assigned to central actors in two partisan information environments. We find that while videos produce highly polarised narratives, comments significantly reduce narrative polarisation, harmonising discourse on the surface level. However, on a deeper narrative level, recurring narrative motifs reveal additional differences between partisan groups.
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"abstract": "Polarisation research has demonstrated how people cluster in homogeneous groups with opposing opinions. However, this effect emerges not only through interaction between people, limiting communication between groups, but also between narratives, shaping opinions and partisan identities. Yet, how polarised groups collectively construct and negotiate opposing interpretations of reality, and whether narratives move between groups despite limited interactions, remains unexplored. To address this gap, we formalise the concept of narrative polarisation and demonstrate its measurement in 212 YouTube videos and 90,029 comments on the Israeli-Palestinian conflict. Based on structural narrative theory and implemented through a large language model, we extract the narrative roles assigned to central actors in two partisan information environments. We find that while videos produce highly polarised narratives, comments significantly reduce narrative polarisation, harmonising discourse on the surface level. However, on a deeper narrative level, recurring narrative motifs reveal additional differences between partisan groups.",
"arxiv_id": "2601.07398",
"authors": [
"Jan Elfes",
"Marco Bastos",
"Luca Maria Aiello"
],
"categories": [
"cs.CY",
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],
"license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
"title": "On Narrative: The Rhetorical Mechanisms of Online Polarisation",
"url": "https://arxiv.org/abs/2601.07398",
"version": "v1"
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