Title :
A data preprocessing framework for students´ outcome prediction by data mining techniques
Author :
Mirela Danubianu
Author_Institution :
Faculty of Electrical Engineering and Computer Science, “
Abstract :
Data mining applied on educational data aims to find useful patterns in large volumes of data in order to transform and optimize educational paths. It involves many steps. This paper presents a case study for a data preprocessing framework for students´ outcome prediction using data collected by Moodle system.
Keywords :
"Data models","Data preprocessing","Learning management systems","Databases","Association rules","Knowledge discovery"
Conference_Titel :
System Theory, Control and Computing (ICSTCC), 2015 19th International Conference on
DOI :
10.1109/ICSTCC.2015.7321398