Fusion par apprentissage pour la détection de fausses informations dans les réseaux sociaux

Cédric Maigrot 1 Ewa Kijak 1 Vincent Claveau 1
1 LinkMedia - Creating and exploiting explicit links between multimedia fragments
Inria Rennes – Bretagne Atlantique , IRISA_D6 - MEDIA ET INTERACTIONS
Abstract : Social networks make it possible to share rapidly and massively information. Yet, one of their major drawbacks comes from the absence of verification of the pieces of information, especially with viral messages. This is the issue addressed by the participants to the Verification Multimedia Use task of Mediaeval 2016 . They used several approaches and clues from different modalities (text, image, social information). In this paper, we explore the possibility of combining and merging these approaches in order to evaluate the predictive power of each modality and to take advantage of their potential complementarity.
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Cédric Maigrot, Ewa Kijak, Vincent Claveau. Fusion par apprentissage pour la détection de fausses informations dans les réseaux sociaux. Revue des Sciences et Technologies de l'Information - Série Document Numérique, Lavoisier, A paraître, pp.1-26. ⟨10.3166/DN.1.2-3.1-26⟩. ⟨hal-01843607⟩

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