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Intelligent decision support for small business using expert systems and neural networks


Mesarić, Josip; Pekić, Natalija; Zekić-Sušac, Marijana
Intelligent decision support for small business using expert systems and neural networks // Proceedings of the International Conference on Intelligent and Information Systems (IIS) 2004 / Boris Aurer (ur.).
Varaždin: University of Zagreb, Faculty of Organization and Informatics Varaždin, 2004. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Intelligent decision support for small business using expert systems and neural networks

Autori
Mesarić, Josip ; Pekić, Natalija ; Zekić-Sušac, Marijana

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

Izvornik
Proceedings of the International Conference on Intelligent and Information Systems (IIS) 2004 / Boris Aurer - Varaždin : University of Zagreb, Faculty of Organization and Informatics Varaždin, 2004

Skup
International Conference on Intelligent and Information Systems

Mjesto i datum
Varaždin, Hrvatska, 22-24.09.2004.

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Expert systems; intelligent decision support; location decision; neural networks; sale prediction; small business

Sažetak
Previous research in intelligent decision support was mostly focused on large companies since it was very demanding regarding data, computer and human resources. This paper discusses the architecture of an intelligent system for small business taking into account specific characteristics of small enterprises that put some additional requests into such systems. Additionally, two intelligent systems for supporting decisions that entrepreneurs frequently deal with are developed and their results are described. An expert system for location decision support is created and a backpropagation neural network for sale prediction is modelled using a croatian small enterprise data. The results show that entrepreneurs can benefit from such systems and that the more detailed research is needed.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
0010014

Ustanove
Pravni fakultet, Zagreb