Int. J. of Wireless and Mobile Computing   »   2016 Vol.10, No.2



Title: Spatial equilibrium of housing provident fund in China based on data mining cluster analysis


Authors: Huafu Jiang; Guangbin Wang


School of Economics and Management, Tongji University, Shanghai, China; Shanghai Housing Provident Fund Management Center, Shanghai, China
School of Economics and Management, Tongji University, Shanghai, China


Abstract: Housing provident fund is an important guarantee for the livelihood of people and also an important policy for the improvement of national housing condition. Its development relates to system imputation, extraction, loan business, GDP, workers' disposable income and other factors. This paper chooses the housing provident fund in 31 provinces in China as the research project, constructing the compound evaluation index system by unsupervised learning clustering algorithm to obtain the national average housing provident fund development distribution. Further in-depth analysis of the differences among provinces provides scientific basis for the national development strategy of housing provident fund.


Keywords: housing provident funds; data mining; cluster analysis; spatial equilibrium; multidimension; China; national housing improvement; compound evaluation index; unsupervised learning; clustering algorithms; national development strategy.


DOI: 10.1504/IJWMC.2016.076181


Int. J. of Wireless and Mobile Computing, 2016 Vol.10, No.2, pp.138 - 147


Submission date: 28 Dec 2015
Date of acceptance: 22 Jan 2016
Available online: 27 Apr 2016



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