Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines

Qingpeng Man; Wengang Zhang; Li Liu

doi:10.1061/9780784480274.146

Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines

Qingpeng Man
, Wengang Zhang
, Li Liu

School of Civil Engineering

Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	ICCREM 2016
Subtitle of host publication	BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management
Editors	Yaowu Wang, Mohamed Al-Hussein, Geoffrey Q. P. Shen, Yimin Zhu
Publisher	American Society of Civil Engineers (ASCE)
Pages	1171-1177
Number of pages	7
ISBN (Electronic)	9780784480274
DOIs	https://doi.org/10.1061/9780784480274.146
State	Published - 2016
Event	2016 International Conference on Construction and Real Estate Management, ICCREM 2016 - Edmonton, Canada Duration: 29 Sep 2016 → 1 Oct 2016

Publication series

Name	ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management

Conference

Conference	2016 International Conference on Construction and Real Estate Management, ICCREM 2016
Country/Territory	Canada
City	Edmonton
Period	29/09/16 → 1/10/16

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Access to Document

10.1061/9780784480274.146

Cite this

Man, Q., Zhang, W., & Liu, L. (2016). Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines. In Y. Wang, M. Al-Hussein, G. Q. P. Shen, & Y. Zhu (Eds.), ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management (pp. 1171-1177). (ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/9780784480274.146

Man, Qingpeng ; Zhang, Wengang ; Liu, Li. / Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines. ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management. editor / Yaowu Wang ; Mohamed Al-Hussein ; Geoffrey Q. P. Shen ; Yimin Zhu. American Society of Civil Engineers (ASCE), 2016. pp. 1171-1177 (ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management).

@inproceedings{64b504a0ad9e465aaed14fe4a634f653,

title = "Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines",

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.",

author = "Qingpeng Man and Wengang Zhang and Li Liu",

note = "Publisher Copyright: {\textcopyright} 2017 American Society of Civil Engineers.; 2016 International Conference on Construction and Real Estate Management, ICCREM 2016 ; Conference date: 29-09-2016 Through 01-10-2016",

year = "2016",

doi = "10.1061/9780784480274.146",

language = "英语",

series = "ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management",

publisher = "American Society of Civil Engineers (ASCE)",

pages = "1171--1177",

editor = "Yaowu Wang and Mohamed Al-Hussein and Shen, \{Geoffrey Q. P.\} and Yimin Zhu",

booktitle = "ICCREM 2016",

address = "美国",

}

Man, Q, Zhang, W & Liu, L 2016, Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines. in Y Wang, M Al-Hussein, GQP Shen & Y Zhu (eds), ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management. ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management, American Society of Civil Engineers (ASCE), pp. 1171-1177, 2016 International Conference on Construction and Real Estate Management, ICCREM 2016, Edmonton, Canada, 29/09/16. https://doi.org/10.1061/9780784480274.146

Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines. / Man, Qingpeng; Zhang, Wengang; Liu, Li.
ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management. ed. / Yaowu Wang; Mohamed Al-Hussein; Geoffrey Q. P. Shen; Yimin Zhu. American Society of Civil Engineers (ASCE), 2016. p. 1171-1177 (ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines

AU - Man, Qingpeng

AU - Zhang, Wengang

AU - Liu, Li

PY - 2016

Y1 - 2016

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85029573566

U2 - 10.1061/9780784480274.146

DO - 10.1061/9780784480274.146

M3 - 会议稿件

AN - SCOPUS:85029573566

T3 - ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management

SP - 1171

EP - 1177

BT - ICCREM 2016

A2 - Wang, Yaowu

A2 - Al-Hussein, Mohamed

A2 - Shen, Geoffrey Q. P.

A2 - Zhu, Yimin

PB - American Society of Civil Engineers (ASCE)

T2 - 2016 International Conference on Construction and Real Estate Management, ICCREM 2016

Y2 - 29 September 2016 through 1 October 2016

ER -

Man Q, Zhang W, Liu L. Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines. In Wang Y, Al-Hussein M, Shen GQP, Zhu Y, editors, ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management. American Society of Civil Engineers (ASCE). 2016. p. 1171-1177. (ICCREM 2016: BIM Application and Offsite Construction - Proceedings of the 2016 International Conference on Construction and Real Estate Management). doi: 10.1061/9780784480274.146

Research on a Comprehensive Evaluation Model of New Urbanization Based on Support Vector Machines

Abstract

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UN SDGs

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