Gaining a better understanding of online polarization by approaching it as a dynamic process - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2023

Gaining a better understanding of online polarization by approaching it as a dynamic process

Résumé

Polarization is often a cliché, its conceptualization remains approximate and no consensus has been reached so far. Often simply seen as an inevitable result of the use of social networks, polarization nevertheless remains a complex social phenomenon that must be placed in a wider context. To contribute to a better understanding of polarization, we approach it as an evolving process, drawing on a dual expertise in political and data sciences. We compare the polarization process between one mature debate (COVID-19 vaccine) and one emerging debate (Ukraine conflict) at the time of data collection. Both debates are studied on Twitter users, a highly politicized population, and on the French population to provide key elements beyond the traditional US context. This unprecedented analysis confirms that polarization varies over time, through a succession of specific periods, whose existence and duration depend on the maturity of the debate. Importantly, we highlight that polarization is paced by context-related events. Bearing this in mind, we pave the way for a new generation of personalized depolarization strategies, adapted to the context and maturity of debates.
Fichier principal
Vignette du fichier
paper.pdf (2.05 Mo) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Licence

Dates et versions

hal-04208351 , version 1 (18-09-2023)
hal-04208351 , version 2 (01-05-2024)

Licence

Identifiants

Citer

Celina Treuillier, Sylvain Castagnos, Christèle Lagier, Armelle Brun. Gaining a better understanding of online polarization by approaching it as a dynamic process. 2023. ⟨hal-04208351v1⟩
215 Consultations
63 Téléchargements

Altmetric

Partager

More