Analysis of student behavior in learning management systems through a Big Data framework
In recent years, learning management systems (LMSs) have played a fundamental role in
higher education teaching models. A new line of research has been opened relating to the …
higher education teaching models. A new line of research has been opened relating to the …
A glimpse on big data analytics in the framework of marketing strategies
Mining and analyzing the valuable knowledge hidden behind the amount of data available
in social media is becoming a fundamental prerequisite for any effective and successful …
in social media is becoming a fundamental prerequisite for any effective and successful …
A virtual learning architecture enhanced by fog computing and big data streams
R Pecori - Future Internet, 2018 - mdpi.com
In recent years, virtual learning environments are gaining more and more momentum,
considering both the technologies deployed in their support and the sheer number of …
considering both the technologies deployed in their support and the sheer number of …
Hybrid machine learning classifiers to predict student performance
H Turabieh - 2019 2nd international conference on new trends …, 2019 - ieeexplore.ieee.org
Recently, machine learning technology has been involved successfully in our life in an
extreme manner in various domains. In this paper, we investigate the machine learning …
extreme manner in various domains. In this paper, we investigate the machine learning …
A systematic review of educational data mining
FY Xu, ZQ Li, JQ Yue, SJ Qu - … of the 2021 Computing Conference, Volume …, 2021 - Springer
As an important part of data mining, educational data mining (EDM) has played a significant
role in the field of education. This article reviews the development process of EDM …
role in the field of education. This article reviews the development process of EDM …
Smartphones and exergame controllers as BYOD solutions for the e-tivities of an online sport and exercise sciences university program
In this paper, smartphones and exergame controllers are proposed as BYOD (Bring Your
Own Device) solutions for carrying out the interactive learning activities of an online sport …
Own Device) solutions for carrying out the interactive learning activities of an online sport …
An innovation-based virtual flipped learning system in a ubiquitous learning environment the 21st century skills of higher education learners
This research aims to develop an innovation-based virtual flipped learning system in a
ubiquitous learning environment to enhance twenty-first-century learning skills in …
ubiquitous learning environment to enhance twenty-first-century learning skills in …
Leveraging explainable ai methods and tools for educational data
Artificial Intelligence (AI) has become an integral part of our lives, and Explainable Artificial
Intelligence (XAI) is becoming more essential to ensure trustworthiness and comply with …
Intelligence (XAI) is becoming more essential to ensure trustworthiness and comply with …
Augmenting quality of experience in distance learning using fog computing
R Pecori - IEEE Internet Computing, 2019 - ieeexplore.ieee.org
In this article we present a model, based on Fog Computing, to access contents of a virtual
learning environment. This model will help bringing learning contents and applications …
learning environment. This model will help bringing learning contents and applications …
Exploiting time in adaptive learning from educational data
Abstract Virtual Learning Environments (VLEs) are web platforms where educational content
is delivered, along with tools to support individual study. Logs that record how students …
is delivered, along with tools to support individual study. Logs that record how students …