Artificial Intelligence for the Analysis of the Security Situation in Burkina Faso ⋆ - Archive ouverte HAL Accéder directement au contenu
Pré-Publication, Document De Travail Année : 2024

Artificial Intelligence for the Analysis of the Security Situation in Burkina Faso ⋆

Résumé

In the face of the insecurity caused by terrorism that Burkina Faso has been experiencing since 2015, the population doesn't hesitate to express their feelings. The various reactions of the population are expressed through comments on different social platforms, thereby creating a significant amount of data. Analyzing these opinions can provide assistance in decision-making related to security. This analysis can be accomplished through techniques and methods offered by artificial intelligence (AI). In this article, we introduce a web scraping tool to gather data for our research. Subsequently, we employ sentiment analysis and hate speech detection models based on transformers [1]. Through this research, our contributions are as follows: establishing a textual database or corpus related to the security situation, proposing a methodological approach based on AI for analyzing this data, and suggesting a dashboard for visualizing the analysis results.
Fichier principal
Vignette du fichier
Artificial Intelligence for the Analysis of the%0ASecurity Situation in Burkina Faso_AFRICOMM_en.pdf (391.98 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-04425416 , version 1 (30-01-2024)

Licence

Paternité

Identifiants

  • HAL Id : hal-04425416 , version 1

Citer

Abdoul Fataoh Kaboré, Maı̈mouna Ouattara, Rodrique Kafando, Abdoul Kader Kaboré, Tegawendé F. Bissyandé. Artificial Intelligence for the Analysis of the Security Situation in Burkina Faso ⋆. 2024. ⟨hal-04425416⟩

Collections

INRAE
13 Consultations
11 Téléchargements

Partager

Gmail Facebook X LinkedIn More