The application of data mining technology in real estate market prediction

被引:0
|
作者
Li, Xian Guang [1 ]
Li, Qi Ming [1 ]
机构
[1] SE Univ, Dept Construct & Real Estate, Nanjing 210018, Peoples R China
关键词
data mining; real estate market; prediction;
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper introduces the application of data mining technology in real estate market and develops an application flow both in theory and practical example. Firstly, The definition, application methods were introduced and using flow of data mining in real estate was analyzed. Then Nanjing real estate market was taken as an example to illustrate how to use neural network------one of the data mining technologies to analyze and forecast real estate market. Finally, some problems about data mining technology was bring forward and prospect was discussed. The results show that data mining produces high prediction accuracy in real estate data analyses and market prediction.
引用
收藏
页码:628 / 633
页数:6
相关论文
共 50 条
  • [31] Antibubble and prediction of China's stock market and real-estate
    Zhou, WX
    Sornette, D
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 337 (1-2) : 243 - 268
  • [32] The concept of the real estate portfolio matrix and its application for structural analysis of the Polish commercial real estate market
    Kolodziejczyk, Boleslaw
    Mielcarz, Pawel
    Osiichuk, Dmytro
    ECONOMIC RESEARCH-EKONOMSKA ISTRAZIVANJA, 2019, 32 (01): : 301 - 320
  • [33] Application of data mining technology in CRM
    Liu, Yafei
    Li, Mengya
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 2103 - 2106
  • [34] Real Estate Market in Shanghai
    Zhang Chongguang
    Wu Liangguan
    China City Planning Review, 1996, (02) : 53 - 55+58
  • [35] Translocality on the real estate market
    Brzezicka, Justyna
    Wisniewski, Radoslaw
    LAND USE POLICY, 2016, 55 : 166 - 181
  • [36] Assessment of the Real Estate Market Value in the European Market by Artificial Neural Networks Application
    Cetkovic, Jasmina
    Lakic, Slobodan
    Lazarevska, Marijana
    Zarkovic, Milos
    Vujosevic, Sasa
    Cvijovic, Jelena
    Gogic, Mladen
    COMPLEXITY, 2018,
  • [37] APPLICATION OF FUZZY REGRESSION MODEL FOR REAL ESTATE PRICE PREDICTION
    Sarip, Abdul Ghani
    Hafez, Muhammad Burhan
    Daud, Md. Nasir
    MALAYSIAN JOURNAL OF COMPUTER SCIENCE, 2016, 29 (01) : 15 - 27
  • [38] Application of Virtual Reality Technology in Real Estate Internet Marketing
    Guo Haiqing
    Qin Ye
    PROCEEDINGS OF THE 2011 EXCHANGE CONFERENCE - INTERNATIONAL MARKETING SCIENCE AND INFORMATION TECHNOLOGY, 2011, : 102 - 106
  • [39] Applying data mining algorithms to real estate appraisals: a comparative study
    de Oliveira, Thiago Cesar
    de Medeiros, Lucio
    Marco Detzel, Daniel Henrique
    INTERNATIONAL JOURNAL OF HOUSING MARKETS AND ANALYSIS, 2021, 14 (05) : 969 - 986
  • [40] The changing real estate market transparency in the European real estate markets
    Newell, Graeme
    JOURNAL OF PROPERTY INVESTMENT & FINANCE, 2016, 34 (04) : 407 - 420