Enhancing personalized learning with explainable AI: A chaotic particle swarm optimization based decision support system

In the realm of Educational Technology, personalized learning is pivotal, yet predicting students' learning abilities based on learning styles and ICT remains challenging. We propose a decision support system using Machine Learning (ML), swarm intelligence, and explainable artificial (XAI) tech...

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Vydáno v:	Applied soft computing Ročník 156; s. 111451
Hlavní autoři:	Parkavi, R., Karthikeyan, P., Sheik Abdullah, A.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.05.2024
Témata:	Educational data mining Explainable Artificial Intelligence Techniques Machine learning algorithms Meta-heuristic based algorithms Particle Swarm Optimization Educational data mining Machine learning algorithms Explainable Artificial Intelligence Techniques Meta-heuristic based algorithms Particle Swarm Optimization
ISSN:	1568-4946, 1872-9681
On-line přístup:	Získat plný text
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