PristupačnostThe page provides a list of national and international projects where FER participates or has participated as a project coordinator or partner.
Project database
Projects
Project
Acronym:
eduMine
Name:
Leveraging data mining methods and open technologies for enhancement of the e-learning infrastructure
Project status:
From: 2015-10-01
To: 2018-09-30
(Completed)
Type (Programme):
HRZZ
Croatian partner
Organisation name:
-
Contact person name:
doc. dr. sc. Damir Pintar
Contact person tel:
-
Short description of project
Information systems in schools and universities generate large amounts of data. This data, after its initial usage, is most commonly archived and used only in aggregate forms for condensed reports. We propose a pilot project called eduMINE, in which we will apply data mining methods and algorithms on this data to discover potentially interesting patterns and other information hidden within, following recent reasearch accomplishments from the field of EDM (Educational Data Mining). Test scores, customized concept maps and other available data will serve as input for the data mining process. Results of these methods will then be integrated with the existing e-learning support information system with the intention to provide a useful feedback to the lecturers, both regarding the course lectures generation and adaptation as well as generation of well balanced and objective tests. Results should also aim to help with early identification of students who are in danger of failing a course.