Naslov
Towards An Intelligent Model for the Web Systems Development
(An Intelligent Model for the Web Systems Development)

Autori
Kliček, Božidar ; Plantak Vukovac, Dijana ; Radošević, Danijel

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

Izvornik
Proceedings of the 20th Central European Conference on Information and Intelligent Systems / Aurer, Boris ; Bača, Miroslav ; Rabuzin, Kornelije - Varaždin : Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2009, 297-307

Skup
20th Central European Conference on Information and Intelligent Systems

Mjesto i datum
Varaždin, Hrvatska, 23.09.2009. - 25.09.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
intelligent model; data mining techniques; web project management; generative programming

Sažetak
In recent years several studies were conducted exploring state of the practice and different issues in web and multimedia systems development. Data analysis in all studies were conducted using classical statistical methods giving limited insight into principles of web project management. This paper provides results of an additional analysis of data obtained in national study among over hundred web development companies. The data was analyzed with the advanced techniques like linear regression and learning in neural networks. Those techniques enabled us to identify new validity of the web project outcome in dependence on variables such as complexity of the web system, planned duration, existence of development process, etc. Further, an intelligent model for web systems development is proposed which suggests desirable approaches to different web development phases, useful to both developers and clients. Our research results can also contribute to domain knowledge repository.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti

POVEZANOST RADA