Unapređenje modela poslovnog odlučivanja sistemom asocijativnih pravila
Improvement of model of decision-making by system of association rules
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Osnovni cilj istraživanja Doktorske disertacije je definisanje okvira za
sprovođenje celovitog istraživačkog poduhvata unapređenja modela poslovnog
odlučivanja i otkrivanja zakonitosti u podacima za potrebe brojnih analiza: pre
svega otkrivanja asocijativnih pravila i predviđanja, kao i upotrebe rezultata radi
donošenja ispravnih upravljačkih poslovnih odluka. Dakle, cilj je analiza i
primena sistema asocijativnih pravila radi unapređenja modela poslovnog
odlučivanja menadžera najvišeg nivoa poslovnog sistema, radi donošenja
efektivnih i efikasnih odluka.
U istraživanju su korišćene savremene naučne metode iz oblasti poslovne
inteligencije. Glavna hipoteza: “Moguće je unaprediti model poslovnog
odlučivanja sistemom asocijativnih pravila“ je potvrđena u istraživanju.
Ukazano je na značaj poslovne inteligencije za stvaranje modela koji može
povećati efektivnost procesa menadžerskog odlučivanja. Primena asocijativnih
pravila u svrhe istraživanja ima izuzetan potencijal u oblasti poslovanj...a.
Razvijen je i prikazan model poslovnog odlučivanja pomoću sistema
asocijativnih pravila. Dokazano je da je ova oblast poslovne inteligencije veoma
aktuelna i sa velikim potencijalom. Izvedeni zu zaključci i date su smernice za
buduća istraživanja kao izazov da se pruže značajan naučni i stručni doprinos sa
ciljem unapređenja poslovnog odlučivanja.
Main goal of research of the Doctoral Dissertation is defining the
framework for integral research project of improvement of model of decisionmaking
and data mining for numerous analysis: mining of association rules and
prediction, as well as the use of results in order to gain effective management
decisions. The goal of the research is analysis and application of system of
association rules in order to improve the model of business decision-making of
top-level managers of business system, in order to get the most effective
decisions.
Modern scientific methods from the field of business intelligence have been
used during the research. The main hypothesis: “It is possible to improve the
model of business decicion-making by system of association rules” has been
confirmed during the research. The importance of business intelligence for
creation of model that can increase the effectiveness of managers’ decision
making is highlighted. The application of association rules with the purposes o...f
research has an immense potential in the business.
The model of business decision-making by association rules has been developed
and presented. It is proven that this field of business intelligence is very popular
and has big potential. Concluding remarks, as well as the recommendations for
future research have been given in order to provide significant scientific and
professional contribution with goal of improving business decision- making.
Faculty:
Универзитет у Београду, Факултет организационих наукаDate:
17-10-2017Projects:
- Development and application of methods and laboratory equipment intended for conformity assessment of technical products (RS-MESTD-Technological Development (TD or TR)-35031)