The prediction on Residential real estate price Based on BPNN

被引：1
|
作者：
Xue, Hongbin [1 ]
机构：
[1] Hunan City Univ, Dept City Management, Yiyang 413000, Hunan, Peoples R China
来源：
PROCEEDINGS OF 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA 2015) | 2015年
关键词：
prediction; price; real estate; BPNN; BUBBLE;
D O I：
10.1109/ICICTA.2015.256
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper brings up a mixed optimizing model based on IPSO-BPNN. The model has used IPSO to optimize the definition of original weights and threshold value. We take the real estate market in Changsha as an example. This algorithm can be applied in the price prediction of residential property.
引用
收藏
页码：1008 / 1013
页数：6
相关论文
共 50 条
  • [41] The Hierarchical Repeat Sales Model for Granular Commercial Real Estate and Residential Price Indices
    Francke, Marc K.
    van de Minne, Alex
    JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS, 2017, 55 (04): : 511 - 532
  • [42] New methodology for constructing real estate price indices applied to the Singapore residential market
    Jiang, Liang
    Phillips, Peter C. B.
    Yu, Jun
    JOURNAL OF BANKING & FINANCE, 2015, 61 : S121 - S131
  • [43] Linkage Analysis among the Real Estate Tax, Real Estate Investment and Real Estate Price
    Xu, Lin
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY AND ECONOMIC MANAGEMENT (ICETEM 2017), 2017, 168 : 53 - 58
  • [44] Design of Real Estate Price Index System Based on Hedonic Price Method
    Du Yun
    Sun Huiqin
    Zhang Suying
    Tian Qiang
    MATERIALS SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2014, 488-489 : 1463 - +
  • [45] The empirical study of the impact of FDI in real estate on price of real estate
    Cheng Liwei
    Zhang Tingting
    Sun Wei
    Proceedings of 2006 International Conference on Construction & Real Estate Management, Vols 1 and 2: COLLABORATION AND DEVELOPMENT IN CONSTRUCTION AND REAL ESTATE, 2006, : 1547 - 1549
  • [46] Study on the prediction of real estate price index based on HHGA-RBF neural network algorithm
    Ma, Huan
    Chen, Ming
    Zhang, Jian-Wei
    International Journal of u- and e- Service, Science and Technology, 2015, 8 (07) : 109 - 118
  • [47] Agent-based joint model of residential location choice and real estate price for land use and transport model
    Zhuge, Chengxiang
    Shao, Chunfu
    Gao, Jian
    Dong, Chunjiao
    Zhang, Hui
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2016, 57 : 93 - 105
  • [48] Analyzing the real estate price based on broad functional approach
    Hu, Changming
    Gu, Liping
    Chen, Donghu
    Li, Huimin
    Jianzhu Jiegou Xuebao/Journal of Building Structures, 2006, 27 (SUPPL.): : 703 - 708
  • [49] The Research on Price Mechanism of Real Estate Based on the Urban Value
    Wang Hongtao
    Wang Wei
    Gong Liming
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2, 2009, : 1238 - +
  • [50] Analysis of the current price of the real estate based on game theory
    Lv Bo
    Zhang Mingyu
    Jiang Kongqiao
    Proceedings of 2006 International Conference on Construction & Real Estate Management, Vols 1 and 2: COLLABORATION AND DEVELOPMENT IN CONSTRUCTION AND REAL ESTATE, 2006, : 1543 - 1546
12345