Human Health Safety Risk Assessment of Chinese Construction Industry

Abstract:

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In this paper, the characteristics of health safety risk and key issues of health safety management of construction industry in China have been analyzed first. Then, to make construction safety management and supervision available, health safety risk assessment model of construction industry is mainly converted into how to get the controlling indicator and health safety risk classification. Because of the dynamic nature of construction health safety development and the specificity of sample data, an intelligent assessment model based on support vector machines is presented to improve the assessment process. The proposed model takes advantage of SVMs abilities to solve the problem with small samples and nonlinear regression. Furthermore, the proposed approach is shown more accurate for prediction in the case of real-word application.

Info:

Periodical:

Advanced Materials Research (Volumes 204-210)

Edited by:

Helen Zhang, Gang Shen and David Jin

Pages:

550-553

DOI:

10.4028/www.scientific.net/AMR.204-210.550

Citation:

Y. Xie "Human Health Safety Risk Assessment of Chinese Construction Industry", Advanced Materials Research, Vols. 204-210, pp. 550-553, 2011

Online since:

February 2011

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Price:

$35.00

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