Skip to Main content Skip to Navigation
Conference papers

Fusion-based multimodal detection of hoaxes in social networks

Cédric Maigrot 1 Vincent Claveau 1 Ewa Kijak 1
1 LinkMedia - Creating and exploiting explicit links between multimedia fragments
IRISA-D6 - MEDIA ET INTERACTIONS, Inria Rennes – Bretagne Atlantique
Abstract : Social networks make it possible to share information rapidly and massively. Yet, one of their major drawback comes from the absence of verification of the piece 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 interest of combining and merging these approaches in order to evaluate the predictive power of each modality and to make the most of their potential complementarity.
Complete list of metadatas

Cited literature [27 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01936720
Contributor : Vincent Claveau <>
Submitted on : Tuesday, November 27, 2018 - 3:36:16 PM
Last modification on : Tuesday, February 25, 2020 - 8:08:12 AM

File

Claveau_WI2018.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01936720, version 1

Citation

Cédric Maigrot, Vincent Claveau, Ewa Kijak. Fusion-based multimodal detection of hoaxes in social networks. WI 2018 - Web Intelligence Chile IEEE/WIC/ACM International Conference on Web Intelligence, Dec 2018, Santiago, Chile. pp.1-8. ⟨hal-01936720⟩

Share

Metrics

Record views

124

Files downloads

354