The prediction on Residential real estate price Based on BPNN

被引：2
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
[31]   REGIONAL (RESIDENTIAL) PRICES DIFFERENTIATION IN THE REAL ESTATE MARKET [J].
Tvrdon, Jozef .
15TH INTERNATIONAL COLLOQUIUM ON REGIONAL SCIENCES, 2012, :272-281
[32]   Residential Real Estate Image Classification for Property Valuation [J].
Nejad, Mehrdad Ziaee ;
Naderpour, Mohsen ;
Behbood, Vahid ;
Ramezani, Fahimeh ;
Lu, Jie .
IMAGE PROCESSING, COMPUTER VISION, AND PATTERN RECOGNITION AND INFORMATION AND KNOWLEDGE ENGINEERING, IPCV 2024, IKE 2024, 2025, 2262 :111-125
[33]   Residential Real Estate Data on the Internet: Benefits and Limitations [J].
Gee, Harold .
JOURNAL OF BUSINESS & FINANCE LIBRARIANSHIP, 2010, 15 (02) :104-122
[34]   The Impact of the Opportunity Zone Program on Residential Real Estate [J].
Bekkerman, Ron ;
Cohen, Maxime C. ;
Liu, Xiaoyan ;
Maiden, John ;
Mitrofanov, Dmitry .
M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT, 2024, 26 (06) :2142-2159
[35]   Foreclosure, REO, and Market Sales in Residential Real Estate [J].
Chinloy, Peter ;
Hardin, William, III ;
Wu, Zhonghua .
JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS, 2017, 54 (02) :188-215
[36]   Sensitivity analysis of a real estate price dynamics model [J].
Ozgun, Onur ;
Ozbas, Birnur ;
Barlas, Yaman .
PROCEEDINGS OF THE 2007 CONFERENCE ON SYSTEMS SCIENCE, MANAGEMENT SCIENCE AND SYSTEM DYNAMICS: SUSTAINABLE DEVELOPMENT AND COMPLEX SYSTEMS, VOLS 1-10, 2007, :1625-1634
[37]   Real Estate Price Peaks-A Comparative Overview [J].
Roehner, Bertrand M. .
EVOLUTIONARY AND INSTITUTIONAL ECONOMICS REVIEW, 2006, 2 (02) :167-182
[38]   Application of Hedonic Price Model in Real Estate Evaluation [J].
Ning, Xiang-Bo ;
Zhang, Wen .
INTERNATIONAL CONFERENCE ON EDUCATION AND DEVELOPMENT (ICED 2016), 2016, :370-380
[39]   A Pricing Approach to Enhance the Adaptability and Accuracy of Real Estate Price: An Empirical Study [J].
Zhang Qing-hua ;
Cheng Bin-Wu ;
Peng Xv .
2010 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (ICMSE), 2010, :1638-1645
[40]   Real Estate Price Indices and Price Dynamics: An Overview from an Investments Perspective [J].
Geltner, David .
ANNUAL REVIEW OF FINANCIAL ECONOMICS, VOL 7, 2015, 7 :615-633
12345