Using convolutional neural networks to detect learner's personality based on the Five Factor Model

Using convolutional neural networks to detect learner's personality based on the Five Factor Model

Abstarct: Aiming at the detection of learners' personalities which can help us to enhance the educational learning process, we trained three Convolutional Neural Networks (CNNs) architectures (ResNet50, VGG16, AlexNet) with different datasets for predicting the Five Factor Model (FFM) of person...

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Bibliographic Details
Main Authors: N. El Bahri, Z. Itahriouan, A. Abtoy, S. Brahim Belhaouari
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computers and Education: Artificial Intelligence
Subjects:
Learner's personality
FFM
MBTI
FACS
CNNs
Online Access:http://www.sciencedirect.com/science/article/pii/S2666920X23000425

Internet

http://www.sciencedirect.com/science/article/pii/S2666920X23000425

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