Naslov
Mining demographic data with decision trees

Autori
Ninčević, Ivana ; Ćukušić, Maja ; Garača, Željko

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

Izvornik
MIPRO 2010 - 33rd International Convention on Information and Communication Technology, Electronics and Microelectronics, Proceedings Vol. V Business Intelligence Systems / Čišić Dragan ; Hutinski Željko ; Baranović Mirta ; Mauher Mladen ; Pletikosa Marko - Zagreb : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2010, 251-256

ISBN
978-953-233-055-7

Skup
MIPRO 2010, 33rd International Convention

Mjesto i datum
Opatija, Hrvatska, 24.05.2010. - 28.05.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Data mining ; decision tree ; demographic data

Sažetak
In recent years, the industry has started to apply data mining methods to predict and prevent social problems. The purpose of this research is to discover and classify the impact of various variables on life expectancy at birth. To determine and present key variables, demographic data mining was conducted based on available worldwide data from the period from 1990 to 2006. Extraction – transformation – loading (ETL) processes that preceded data mining are presented as well. Among other mining methods, decision tree method is selected as the optimal for the problem. The research was conducted using a freeware program for data-mining, Orange Canvas 2.0.

Izvorni jezik
Engleski

Znanstvena područja
Ekonomija, Informacijske i komunikacijske znanosti

POVEZANOST RADA