Navigating Educational Frontiers: a Systematic Review on Predicting Student Performance Through Data Mining and Learning Analytics Techniques
Year: 2023
Type: review
Study design: Systematic Review
Abstract: A Systematic Review on Predicting Student Performance through Data Mining and Learning Analytics Techniques" critically examines the expansive landscape of scholarly research dedicated to forecasting student outcomes using advanced data mining and learning analytics methodologies. This systematic literature review investigates the evolving methodologies, key findings, and emerging trends in the application of data-driven techniques to predict student success. By synthesizing insights from diverse studies, this review aims to provide educators, researchers, and policymakers with a comprehensive understanding of the current state and future directions in predicting academic performance.
Author: Nasir Jamshed
Institution: Islamic University of Madinah
Language: English
Subfield: Computer Science Applications
Field: Computer Science
Domain: Physical Sciences
SDG: Quality education
Open Access status: diamond
OpenAlex ID: W7215319542