1. Evaluating the Impact of Emotions and Awareness on User Experience in Virtual Learning Environments for Sustainable Development Education.
- Author
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Ibrahim, Amer, Al Sayed, Intisar A. M., Jabbar, Mohanad Sameer, Almutairi, Hissah, Sekhar, Ravi, Shah, Pritesh, and Al_Barazanchi, Israa Ibraheem
- Subjects
COURSEWARE ,CONVOLUTIONAL neural networks ,USER experience ,SUSTAINABLE development ,EMOTIONS ,AMBIENT intelligence - 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. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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