Naslov
Neural Network in Construction Labor Productivity Estimation

Autori
Završki, Ivica ; Radujković, Mladen ; Vukomanović, Mladen

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

Izvornik
Proceedings of the 18th International Conference on Production Research / Pasquino, Raimondo - Salerno : University of Salerno, 2005

Skup
18th International Conference on Production Research

Mjesto i datum
Salerno, Italija, 31.07.2005. - 04.08.2005

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
construction labour productivity; estimation models; neural networks

Sažetak
The meaning of the productivity in this research will be explained. The methodology of construction productivity data collecting will be explained. The data that the research is based on has been collected at more than 10 construction sites and mostly related to labour productivity of formwork trade. The neural network will be used with the aim to estimate the productivity related to the characteristics of technology and the organisation, same as the impacting circumstances that were present at the site during the performance of the activities. The results of the analyses will be presented. The possibilities and limits of the use of neural networks in construction labour productivity prediction model creation will be discussed. The comparison of the use of neural network technique with the use of other techniques of construction labour productivity estimation will be discussed.

Izvorni jezik
Engleski

Znanstvena područja
Građevinarstvo

POVEZANOST RADA