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Pregled bibliografske jedinice broj: 30315

Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse


Bubaš, Goran; Kliček, Božidar; Čolović-Rodik, Željka; Fulir, Zvjezdana
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



POVEZANOST RADA


Projekti:
016001

Ustanove:
Fakultet organizacije i informatike, Varaždin

Profili:

Avatar Url Goran Bubaš (autor)

Avatar Url Božidar Kliček (autor)


Citiraj ovu publikaciju:

Bubaš, Goran; Kliček, Božidar; Čolović-Rodik, Željka; Fulir, Zvjezdana
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)
Bubaš, G., Kliček, B., Čolović-Rodik, Ž. & Fulir, Z. (1998) Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse. Zbornik radova, Journal of Information and organizational sciences, 22 (2), 79-96.
@article{article, author = {Buba\v{s}, Goran and Kli\v{c}ek, Bo\v{z}idar and \v{C}olovi\'{c}-Rodik, \v{Z}eljka and Fulir, Zvjezdana}, year = {1998}, pages = {79-96}, keywords = {knowledge discovery in databases, data mining, substance abuse, survey}, journal = {Zbornik radova, Journal of Information and organizational sciences}, volume = {22}, number = {2}, issn = {0351-1804}, title = {Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse}, keyword = {knowledge discovery in databases, data mining, substance abuse, survey} }
@article{article, author = {Buba\v{s}, Goran and Kli\v{c}ek, Bo\v{z}idar and \v{C}olovi\'{c}-Rodik, \v{Z}eljka and Fulir, Zvjezdana}, year = {1998}, pages = {79-96}, keywords = {knowledge discovery in databases, data mining, substance abuse, survey}, journal = {Zbornik radova, Journal of Information and organizational sciences}, volume = {22}, number = {2}, issn = {0351-1804}, title = {Application of knowledge discovery in databases techniques to analysis of survey data on substance abuse}, keyword = {knowledge discovery in databases, data mining, substance abuse, survey} }

Uključenost u ostale bibliografske baze podataka::


  • Mathematical Reviews
  • Referativnyj žurnal (Informatika)
  • Zentralblatt für Mathematik / Mathematics Abstracts
  • Linguistics Abstracts





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