Recent advances in Predictive Learning Analytics: A decade systematic review (2012–2022)
The last few years have witnessed an upsurge in the number of studies using Machine and
Deep learning models to predict vital academic outcomes based on different kinds and …
Deep learning models to predict vital academic outcomes based on different kinds and …
A systematic review on trends in using Moodle for teaching and learning
Abstract Background The Moodle Learning Management System (LMS) is widely used in
online teaching and learning, especially in STEM education. However, educational research …
online teaching and learning, especially in STEM education. However, educational research …
Three-dimensional DenseNet self-attention neural network for automatic detection of student's engagement
Today, due to the widespread outbreak of the deadly coronavirus, popularly known as
COVID-19, the traditional classroom education has been shifted to computer-based …
COVID-19, the traditional classroom education has been shifted to computer-based …
Response of learning analytics to the online education challenges during pandemic: Opportunities and key examples in higher education
Emerging technological advancements can play an essential role in overcoming challenges
caused by the COVID-19 pandemic. As a promising educational technology field, Learning …
caused by the COVID-19 pandemic. As a promising educational technology field, Learning …
Students engagement level detection in online e-learning using hybrid efficientnetb7 together with tcn, lstm, and bi-lstm
Students engagement level detection in online e-learning has become a crucial problem
due to the rapid advance of digitalization in education. In this paper, a novel Videos …
due to the rapid advance of digitalization in education. In this paper, a novel Videos …
Improving learner-computer interaction through intelligent learning material delivery using instructional design modeling
This paper describes an innovative and sophisticated approach for improving learner-
computer interaction in the tutoring of Java programming through the delivery of adequate …
computer interaction in the tutoring of Java programming through the delivery of adequate …
Quality indicators and models for online learning quality assurance in higher education
M Hafeez, S Naureen, S Sultan - Electronic Journal of e …, 2022 - academic-publishing.org
In the present scenario of COVID-19, the online learning capacity has been increased much
more. Due to increased capacity of online learning in higher education, the quality of online …
more. Due to increased capacity of online learning in higher education, the quality of online …
[PDF][PDF] A predictive model implemented in knime based on learning analytics for timely decision making in virtual learning environments
B Maraza-Quispe, ED Valderrama-Chauca… - International Journal of …, 2022 - academia.edu
The present research aims to implement a predictive model in the KNIME platform to
analyze and compare the prediction of academic performance using data from a Learning …
analyze and compare the prediction of academic performance using data from a Learning …
Research commentary on IS/IT role in emergency and pandemic management: current and future research
IS/IT plays an important role in our everyday life, especially in today's Internet era. This
article discusses the roles of IS/IT in providing services and support on information …
article discusses the roles of IS/IT in providing services and support on information …
Two decades of studies on learning management system in higher education: A bibliometric analysis with Scopus database 2000-2020
Over the past twenty years, using learning management systems in higher education has
attracted increasing interest from researchers around the globe. In this context, the current …
attracted increasing interest from researchers around the globe. In this context, the current …