Pregled bibliografske jedinice broj: 317584
Application of Kohonen Self-Organizing Maps (SOM) Based Clustering for the Assessment of Religious Motivation
Application of Kohonen Self-Organizing Maps (SOM) Based Clustering for the Assessment of Religious Motivation // Proceedings of the 29th International Conference on Information Technology Interfaces (ITI 2007) / Luzar Stiffler, Vesna ; Hljuz Dobrić, Vesna (ur.).
Zagreb: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2007. str. 87-91 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 317584 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Application of Kohonen Self-Organizing Maps (SOM) Based Clustering for the Assessment of Religious Motivation
Autori
Štambuk, Ana ; Štambuk, Nikola ; Konjevoda, Paško
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 29th International Conference on Information Technology Interfaces (ITI 2007)
/ Luzar Stiffler, Vesna ; Hljuz Dobrić, Vesna - Zagreb : Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2007, 87-91
ISBN
953-7138-10-0
Skup
International Conference on Information Technology Interfaces (29 ; 2007)
Mjesto i datum
Cavtat, Hrvatska, 25.06.2007. - 28.06.2007
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
self; organizing; maps; principal; component; analysis; data; explaratory
Sažetak
We investigated possible application of the Kohonen self-organizing maps (SOM) to the social sciences data clustering, and compare the results of the procedure to the principal components analysis (PCA) and hierarchical clustering methods. Real dataset consisting of the responses of 473 individuals to the questions of the Hoge intrinsic religious motivation scale was used. It is concluded that combined approach to the exploratory data analysis by means of SOM, PCA and hierarchical clustering gives a more clear picture of variable interrelations and grouping. Consequently it may be of help for the exploratory data analyses in social (and natural) sciences.
Izvorni jezik
Engleski
Znanstvena područja
Temeljne medicinske znanosti, Informacijske i komunikacijske znanosti, Socijalne djelatnosti
POVEZANOST RADA
Projekti:
066-0661686-1433 - Funkcioniranje i osnaživanje obitelji u rizičnim uvjetima u Republici Hrvatskoj (Blažeka Kokorić, Slavica, MZOS ) ( CroRIS)
098-0982929-2524 - Modeliranje bioaktivnih molekula i ispitivanje njihovih svojstava i učinka (Štambuk, Nikola, MZOS ) ( CroRIS)
Ustanove:
Pravni fakultet, Zagreb,
Institut "Ruđer Bošković", Zagreb
