A Machine Learning Approach to Explore and Predict Student Motivation Types

A Machine Learning Approach to Explore and Predict Student Motivation Types

Motivation plays a significant role in shaping students’ educational outcomes. Understanding the factors that influence student motivation is crucial for enhancing academic performance and designing effective learning environments. This study utilizes Self-Determination Theory to examine...

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Bibliographic Details
Main Authors: Hafsa Al Ansari, Rasha Shakir Abdulwahhab Al Jassim, Rupert Ward
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Self-determination theory
motivation
machine learning
learning analytics
prediction
XGBoost
Online Access:https://ieeexplore.ieee.org/document/11126017/
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