Pregled bibliografske jedinice broj: 30315
Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse
Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse // Zbornik radova, Journal of Information and organizational sciences, 22 (1998), 2; 79-96 (podatak o recenziji nije dostupan, članak, znanstveni)
CROSBI ID: 30315 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse
Autori
Bubaš, Goran ; Kliček, Božidar ; Čolović-Rodik, Željka ; Fulir, Zvjezdana
Izvornik
Zbornik radova, Journal of Information and organizational sciences (0351-1804) 22
(1998), 2;
79-96
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
knowledge discovery in databases; data mining; substance abuse; survey
Sažetak
Knowledge discovery in databases (KDD) was evaluated for its potential application in analysis on survey data on substance abuse. Data for 238 psychosocial variables were collected from high school adolescents (N=4198). One criterion variable (marijuana/hashish abuse) and 77 potential predictor variables were selected for linear regression and decision tree analyses. Results obtained by both methods are presented and compared. It is concluded that KDD techniques offer much opportunity for discovery of new patterns in survey data, model development of substance abuse, and prevention activity.
Izvorni jezik
Engleski
Znanstvena područja
Informacijske i komunikacijske znanosti
Citiraj ovu publikaciju:
Uključenost u ostale bibliografske baze podataka::
- Mathematical Reviews
- Referativnyj žurnal (Informatika)
- Zentralblatt für Mathematik / Mathematics Abstracts
- Linguistics Abstracts
