Data mining in education
Applying data mining (DM) in education is an emerging interdisciplinary research field also
known as educational data mining (EDM). It is concerned with developing methods for …
known as educational data mining (EDM). It is concerned with developing methods for …
Educational data mining: a review of the state of the art
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …
with the development of methods to explore data originating in an educational context. EDM …
Educational data mining: A survey from 1995 to 2005
Currently there is an increasing interest in data mining and educational systems, making
educational data mining as a new growing research community. This paper surveys the …
educational data mining as a new growing research community. This paper surveys the …
Data mining in course management systems: Moodle case study and tutorial
Educational data mining is an emerging discipline, concerned with developing methods for
exploring the unique types of data that come from the educational context. This work is a …
exploring the unique types of data that come from the educational context. This work is a …
A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education
The ability to predict a student's performance could be useful in a great number of different
ways associated with university-level distance learning. Students' marks in a few written …
ways associated with university-level distance learning. Students' marks in a few written …
A collaborative educational association rule mining tool
This paper describes a collaborative educational data mining tool based on association rule
mining for the ongoing improvement of e-learning courses and allowing teachers with …
mining for the ongoing improvement of e-learning courses and allowing teachers with …
A survey on pre-processing educational data
Data pre-processing is the first step in any data mining process, being one of the most
important but less studied tasks in educational data mining research. Pre-processing allows …
important but less studied tasks in educational data mining research. Pre-processing allows …
Applications of educational data mining and learning analytics tools in handling big data in higher education
S Ray, M Saeed - Applications of Big Data analytics: Trends, issues, and …, 2018 - Springer
In the past decade, we have witnessed a tremendous rise in the use of electronic devices in
education. Starting from nursery classes at the preschool level to the postgraduate programs …
education. Starting from nursery classes at the preschool level to the postgraduate programs …
Learning styles assessment and theoretical origin in an E-learning scenario: a survey
L Jegatha Deborah, R Baskaran, A Kannan - Artificial Intelligence Review, 2014 - Springer
The performance of the learners in E-learning environments is greatly influenced by the
nature of the posted E-learning contents. In such a scenario, the performance of the learners …
nature of the posted E-learning contents. In such a scenario, the performance of the learners …
A clustering methodology of web log data for learning management systems
S Valsamidis, S Kontogiannis, I Kazanidis… - Journal of Educational …, 2012 - JSTOR
ABSTRACT Learning Management Systems (LMS) collect large amounts of data. Data
mining techniques can be applied to analyse their web data log files. The instructors may …
mining techniques can be applied to analyse their web data log files. The instructors may …