Dropout prediction model for college students in moocs based on weighted multi-feature and svm

Z Yujiao, AL Weay, S Shaomin… - Journal of Informatics …, 2023 - journals.mmupress.com
Due to the COVID-19 pandemic, MOOCs have become a popular form of learning for
college students. However, unlike traditional face-to-face courses, MOOCs offer little faculty …

A study of online academic risk prediction based on neural network multivariate time series features

Y Wu, M Yu, H Huang, R Hou - Concurrency and Computation …, 2024 - Wiley Online Library
Neural networks are becoming increasingly widely used in various fields, especially for
academic risk forecasts. Academic risk prediction is a hot topic in the field of big data in …

Towards Advanced Approaches to Predict Students Dropout in MOOCS

A Chibouti, S Drissi, A Chefrour, K Boussaha - Novel & Intelligent Digital …, 2024 - Springer
As the years have progressed, Massive Open Online Courses (MOOCs) have proven to be
one of the main online learning methods for students around the world. However, the …

A Study of Online Academic Risk Prediction Based on Multivariate Time Series Features

M Yu, R Hou, H Huang, Y Wu, F Fan, S Yuan - 2023 - researchsquare.com
Academic risk prediction is a hot topic in the field of big data in education that aims to identify
and help students who experience great academic difficulties. In recent years, the use of …