Naslov
The use of data mining in education environment

Autori
Vranić, Mihaela ; Pintar, Damir ; Skočir, Zoran

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 9th International Conference on Telecommunications / Car, Željka ; Kušek, Mario - Zagreb : Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 2007, 243-250

ISBN
978-953-184-110-8

Skup
9th International Conference on Telecommunications - ConTEL 2007

Mjesto i datum
Zagreb, Hrvatska, 13.06.2007. - 15.06.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
education; data mining; clustering; association rules

Sažetak
Modern technologies allow storage of large amounts of raw data which invariably contains usable information not yet discovered. Machine learning and data mining give us techniques which can be used to analyze that data and uncover previously unknown rules and associations, hidden knowledge which once acquired – and properly interpreted - can be used in multitude of ways. Even though data mining has mostly been used by the marketing field, lately it is not uncommon to use machine learning techniques in other environments. This paper presents how data mining algorithms and techniques can be used in the academic community to potentially improve some aspects of education quality.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo

POVEZANOST RADA