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Evaluating the Impact of Emotions and Awareness on User Experience in Virtual Learning Environments for Sustainable Development Education

  • Amer Ibrahim
  • , Pritesh Shah
  • , Intisar A.M.Al Sayed
  • , Israa Ibraheem Al Barazanchi
  • , Ravi Sekhar
  • , Hissah Almutairi
  • , Mohanad Sameer Jabbar

Research output: Contribution to journalArticlepeer-review

Abstract

This study aims to evaluate the impact of emotions and awareness on user experience in Virtual Learning Environments (VLEs). VLEs have become increasingly popular in educational settings, but they have limitations that can negatively affect the learning experience. To address this issue, a novel Fuzzy-based Convolutional Neural Network (FCNN) is proposed for effective emotion evaluation. The study utilizes questionnaire surveys to collect data on awareness of the VLE. The performance of the FCNN method is evaluated based on accuracy, sensitivity, specificity, and precision. The study acknowledges the limitations of VLEs but does not specify them. The sample size and participant details are not mentioned in the abstract. Overall, this study provides insights into the role of emotions and awareness in enhancing the user experience of VLEs.

Original languageEnglish
Pages (from-to)65-73
Number of pages9
JournalIngenierie des Systemes d'Information
Volume29
Issue number1
DOIs
Publication statusPublished - Feb 2024
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 4 - Quality Education
    SDG 4 Quality Education

Keywords

  • Fuzzy-based Convolutional Neural Network
  • and awareness
  • computer science
  • environmental education
  • histogram equalization
  • human emotions
  • network
  • sustainable development education
  • virtual learning environment

ASJC Scopus subject areas

  • Information Systems

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