Purpose The purpose of this study is to identify the main perspectives and trends in
educational data mining (EDM) in the e-learning environment from a managerial …

Big data is employed in widely different fields; we here study how education uses big data.
We review the literature of the research about big data in education in the time interval from …

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 …

Numerous approaches have been developed to group learners' behavior in an
online/blended learning environment. However, most clustering analyses in this particular …

Clustering also called cluster analysis is the task of data objects grou** where group
objects are similar. Simultaneously, they should be different from other groups objects. Such …

Among the various information sources exploited for the improvement of the learning
process and outcomes, access and usage data from the interaction of students with e …

Nowadays the Learning Management Systems (LMS) are widely used in all educational
levels (schools, colleges and universities). MOODLE, one of the most used platforms, had …

The importance of online learning grows rapidly in higher education nowadays because it
allows students to learn without time and space constraints, which are required by traditional …

Educational data, collected when learners interact with an e-learning platform and stored in
the platform databases, are sources of valuable information for the improvement of the …

Virtual education is one of the educational trends of the 21st century; however knowing the
perception of students is a new challenge. This article presents a proposal to define the …