Skip to main content
Top

2023 | OriginalPaper | Chapter

Real Estate Price Evaluation System Based on BP Neural Network Algorithm

Authors : Bing Du, Yue Wang

Published in: Frontier Computing

Publisher: Springer Nature Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

With the increasing emphasis and investment in the real estate industry, the real estate appraisal business has also become an important part of the real estate business and has developed rapidly. However, there are theoretical problems in the current real estate appraisal, ineffective appraisal work, and incorrect estimation methods, all of which are affecting the progress of the real estate appraisal business. Therefore, in-depth research on valuation theory and valuation methods has theoretical significance and value. The purpose of this paper is to study the real estate price evaluation system based on BP neural network algorithm. On the basis of analyzing the commonly used real estate evaluation methods, the BP neural network model is established, and the real estate price evaluation system based on the BP neural network model is designed and implemented. Finally, this paper takes the real estate of a certain tier city as a sample, and imports it into the neural network for training. Through calculation, it is found that the real estate value can be evaluated more accurately and quickly through BP neural network calculation.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Zhu, X., Li, J., Liu, Q., et al.: Use of a BP neural network and meteorological data for generating spatiotemporally continuous LAI time series. IEEE Trans. Geosci. Remote Sens. (99), 1–14 (2021) Zhu, X., Li, J., Liu, Q., et al.: Use of a BP neural network and meteorological data for generating spatiotemporally continuous LAI time series. IEEE Trans. Geosci. Remote Sens. (99), 1–14 (2021)
3.
go back to reference Wu, L., Zhou, J., Li, Z.: Applying of GA-BP neural network in the land ecological security evaluation. IAENG Int. J. Comput. Sci. 47(1), 11–18 (2020) Wu, L., Zhou, J., Li, Z.: Applying of GA-BP neural network in the land ecological security evaluation. IAENG Int. J. Comput. Sci. 47(1), 11–18 (2020)
4.
go back to reference Du, Y.A.: Research on the route pricing optimization model of the car-free carrier platform based on the BP neural network algorithm. Complexity 2021(4), 1–10 (2021) Du, Y.A.: Research on the route pricing optimization model of the car-free carrier platform based on the BP neural network algorithm. Complexity 2021(4), 1–10 (2021)
5.
go back to reference Li, X., Zhang, Z., Xu, D., et al.: A prediction method for animal-derived drug resistance trend using a grey-BP neural network combination model. Antibiotics 10(6), 692 (2021)CrossRef Li, X., Zhang, Z., Xu, D., et al.: A prediction method for animal-derived drug resistance trend using a grey-BP neural network combination model. Antibiotics 10(6), 692 (2021)CrossRef
6.
go back to reference Wang, Y., Fu, P.: Integration performance statistics of green suppliers based on fuzzy mathematics and BP neural network. J. Intell. Fuzzy Syst. 40(2), 2083–2094 (2021)CrossRef Wang, Y., Fu, P.: Integration performance statistics of green suppliers based on fuzzy mathematics and BP neural network. J. Intell. Fuzzy Syst. 40(2), 2083–2094 (2021)CrossRef
7.
go back to reference Zhang, B., Liu, J., Zhong, Y., et al.: A BP neural network method for grade classification of loose damage in semirigid pavement bases. Adv. Civil Eng. 2021(1), 1–11 (2021) Zhang, B., Liu, J., Zhong, Y., et al.: A BP neural network method for grade classification of loose damage in semirigid pavement bases. Adv. Civil Eng. 2021(1), 1–11 (2021)
8.
go back to reference Zou, X.: Analysis of consumer online resale behavior measurement based on machine learning and BP neural network. J. Intell. Fuzzy Syst. 40(2), 2121–2132 (2021)CrossRef Zou, X.: Analysis of consumer online resale behavior measurement based on machine learning and BP neural network. J. Intell. Fuzzy Syst. 40(2), 2121–2132 (2021)CrossRef
9.
go back to reference Tomi, H., Ivi, S.M., Roi, M., et al.: Developing an efficient property valuation system using the LADM valuation information model: a Croatian case study. Land Use Policy 104(3), 1 (2021) Tomi, H., Ivi, S.M., Roi, M., et al.: Developing an efficient property valuation system using the LADM valuation information model: a Croatian case study. Land Use Policy 104(3), 1 (2021)
10.
go back to reference Dan, L.S.: Exploring condemnation: commentary on real property valuation in condemnation. Apprais. J. 87(1), 54–67 (2019) Dan, L.S.: Exploring condemnation: commentary on real property valuation in condemnation. Apprais. J. 87(1), 54–67 (2019)
11.
go back to reference Liu, Z., Cao, J., Xie, R., et al.: Modeling submarket effect for real estate hedonic valuation: a probabilistic approach. IEEE Trans. Knowl. Data Eng. (99), 1 (2020) Liu, Z., Cao, J., Xie, R., et al.: Modeling submarket effect for real estate hedonic valuation: a probabilistic approach. IEEE Trans. Knowl. Data Eng. (99), 1 (2020)
12.
go back to reference Heller, J., Zlachevskaia, D.: Is it possible to improve methods of intellectual property valuation? Zeszyty Teoretyczne Rachunkowości 45(2), 161–186 (2021)CrossRef Heller, J., Zlachevskaia, D.: Is it possible to improve methods of intellectual property valuation? Zeszyty Teoretyczne Rachunkowości 45(2), 161–186 (2021)CrossRef
Metadata
Title
Real Estate Price Evaluation System Based on BP Neural Network Algorithm
Authors
Bing Du
Yue Wang
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-1428-9_68