The research development of hedonic price model-based real estate appraisal in the era of big data

C Wei, M Fu, L Wang, H Yang, F Tang, Y Xiong - Land, 2022 - mdpi.com
In the era of big data, advances in relevant technologies are profoundly impacting the field of
real estate appraisal. Many scholars regard the integration of big data technology as an …

An overview of real estate modelling techniques for house price prediction

T Mohd, NS Jamil, N Johari, L Abdullah… - Charting a Sustainable …, 2020 - Springer
Housing price prediction in real estate industry is a very difficult task, and it has piqued the
interest of many researchers over the past years in the quest to look for a suitable model to …

Implementing a mass valuation application on interoperable land valuation data model designed as an extension of the national GDI

AC Aydinoglu, R Bovkir, I Colkesen - Survey review, 2021 - Taylor & Francis
The main purpose of this study is to propose an interoperable land valuation data model for
residential properties as an extension of the national geographic data infrastructure (GDI) …

Machine-learning-based prediction of land prices in Seoul, South Korea

J Kim, J Won, H Kim, J Heo - Sustainability, 2021 - mdpi.com
The accurate estimation of real estate value helps the development of real estate policies
that can respond to the complexities and instability of the real estate market. Previously …

[PDF][PDF] Machine learning building price prediction with green building determinant

T Mohd, S Jamil, S Masrom - IAES International Journal of …, 2020 - pdfs.semanticscholar.org
In the era of Industrial 4.0, many urgent issues in the industries can be effectively solved with
artificial intelligence techniques, including machine learning. Designing an effective …

Machine learning price prediction on green building prices

S Jamil, T Mohd, S Masrom… - 2020 IEEE symposium …, 2020 - ieeexplore.ieee.org
In the era of Industry 4.0, Machine Learning models have become increasingly popular and
influential as they are often used to solve different prediction and classification problems in …

[PDF][PDF] Heritage property valuation using machine learning algorithms

J Mohamad, S Ja'afar, S Ismail - Annual Pacific Rim Real Estate Society, 2020 - prres.org
The aim of this paper was to test the use of machine learning algorithms in predicting the
price of heritage property. The original dataset consists of 311 prewar shophouse transacted …

Predictive Analysis of Local House Prices: Leveraging Machine Learning for Real Estate Valuation

J Hernandez, D Chang, S Gutierrez… - SMU Data Science … - scholar.smu.edu
This paper presents a comprehensive study examining the real estate market potential in the
dynamic urban landscapes of Frisco and Plano, Texas. Combining traditional real estate …

Green building valuation based on machine learning algorithms

T Mohd, S Jamil, S Masrom… - Virtual Go-Green …, 2021 - ir.uitm.edu.my
In the cycle of Industrial Revolution 4.0 (IR 4.0), many issues in the industries can be solved
with implementation of artificial intelligence approaches, including machine learning …