International Conference on Construction and Real Estate Management 2016
Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines
Publication: ICCREM 2016: BIM Application and Off-Site Construction
ABSTRACT
New urbanization is the important planning, which can balance the urban-rural dual structure and promote the harmonious development of cities and towns. But evaluation of China of new urbanization is still in the initial stage; China has not established a complete comprehensive evaluation system for new urbanization. First, based on a detailed research, the five factors including financial investment, urbanization of the population, construction land and arable land, transportation network, infrastructure factor were put forward. Secondly, the comprehensive evaluation index system was set up from the 5 criterion-layers and based on the 37 factors. Thirdly, this paper proposed a comprehensive evaluation model based on the support vector machines. In addition, the paper uses this model to make an empirical analysis of Heilongjiang Province; it shows that the model is feasible.
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ACKNOWLEDGEMENTS
This work was supported by the National Natural Science Foundation of China under Grant 71201038, 71390522, 51378160.
REFERENCES
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Information & Authors
Information
Published In
ICCREM 2016: BIM Application and Off-Site Construction
Pages: 1171 - 1177
Editors: Yaowu Wang, Ph.D., Professor, Harbin Institute of Technology, Mohamed Al-Hussein, Ph.D., Professor, University of Alberta, Geoffrey Q. P. Shen, Ph.D., Professor, The Hong Kong Polytechnic University, and Yimin Zhu, Ph.D., Professor, Louisiana State University
ISBN (Online): 978-0-7844-8027-4
Copyright
© 2017 American Society of Civil Engineers.
History
Published online: Aug 14, 2017
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