The future property workforce: challenges and opportunities for property professionals in the changing landscape

CL Lee, S Yam, C Susilawati, A Blake - Buildings, 2024 - mdpi.com
The rapid advancement of technology has revolutionised how we live and work, posing
challenges and opportunities for various professions, including the property and …

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 …

Comparison of machine learning models to provide preliminary forecasts of real estate prices

JS Chou, DB Fleshman, DN Truong - Journal of Housing and the Built …, 2022 - Springer
Real estate is one of the most critical investments in the household portfolio, and represents
the greatest proportion of wealth of the private households in highly developed countries …

Valuation of real estate investments through Fuzzy Logic

V Del Giudice, P De Paola, GB Cantisani - Buildings, 2017 - mdpi.com
This paper aims to outline the application of Fuzzy Logic in real estate investment. In
literature, there is a wide theoretical background on real estate investment decisions, but …

Property valuation methods in practice: evidence from Australia

RB Abidoye, M Junge, TYM Lam, TB Oyedokun… - Property …, 2019 - emerald.com
Purpose Improving valuation accuracy, especially for sale and acquisition purposes,
remains one of the key targets of the global real estate research agenda. Among other …

[HTML][HTML] Boosting house price estimations with Multi-Head Gated Attention

ZA Sellam, C Distante, A Taleb-Ahmed… - Expert Systems with …, 2025 - Elsevier
Evaluating house prices is crucial for various stakeholders, including homeowners,
investors, and policymakers. However, traditional spatial interpolation methods have …

[HTML][HTML] Variation in Property Valuations Conducted by Artificial Intelligence in Japan: A Viewpoint of User's Perspective

A Ota, M Uto - Real Estate, 2024 - mdpi.com
Property valuation services using artificial intelligence (AI) have been developed, with more
than 20 services available in Japan. However, since their algorithms and training data are …

Barriers, drivers and prospects of the adoption of artificial intelligence property valuation methods in practice

R Abidoye, J Ma, CL Lee - Pacific Rim Property Research Journal, 2021 - Taylor & Francis
Embracing technological advancement in the property valuation practice is unavoidable.
However, studies show that valuers largely still adopt traditional methods of valuation …

The potential of artificial intelligence in property assessment

R Gloudemans FIAAO… - Journal of Property …, 2021 - researchexchange.iaao.org
What is artificial intelligence? Although many definitions are available, in the context of
property valuation, IPTI defines artificial intelligence (AI) as machine learning designed to …

Synthetic reality mapping of real estate using deep learning-based object recognition algorithms

A Lalum, LCL del Río, NC Villamandos - SN Business & Economics, 2024 - Springer
Artificial intelligence (AI), encompassing machine learning and deep learning (DL), has
penetrated the real estate domain. This research investigated DL's potential to enhance real …