A variety of studies to predict students' performance have been conducted since educational
data such as web-log files traced from Learning Management System (LMS) are …

ABSTRACT A variety of studies to predict students' performance has been conducted since
educational data such as web-log files traced from Learning Management System (LMS) are …

Learning outcomes can be predicted with machine learning algorithms that assess students'
online behavior data. However, there have been few generalized predictive models for a …

This study aimed to develop a practical model for predicting students at risk of performing
poorly in blended learning courses. Previous research suggests that analyzing usage data …

Contribution: This article explored blended learning by implementing a student-centered
teaching method based on the flipped classroom and small private online course (SPOC) …

The aim of the study is to determine the impact of online learning activities on learning
outcomes of students who participated in the blended learning course, focusing specifically …

Some teachers adopt a blended learning model that combines traditional classroom
teaching and an e-learning system. In this model, a teacher may teach the first few sessions …

Blended learning combines online digital resources with traditional classroom activities and
enables students to attain higher learning performance through well-defined interactive …

Nowadays, recognizing and predicting students learning achievement introduces a
significant challenge, especially in blended learning environments, where online (web …

Learning analysis is the motive force of optimizing teaching and realizing individualized
learning. Compared with the study of learning behavior in the network environment, it was …