Journal of Property Investment & Finance: Volume 42 Issue 2

Guest editorial: Artificial intelligence (AI) and its potential impact on the real estate industry

Marcelo Cajias

Exploring the predictive power of ANN and traditional regression models in real estate pricing: evidence from Prishtina

Visar Hoxha

The purpose of the study is to examine the efficiency of linear, nonlinear and artificial neural networks (ANNs), in predicting property prices.

What are tenants demanding the most? A machine learning approach for the prediction of time on market

Marcelo Cajias, Anna Freudenreich

This is the first article to apply a machine learning approach to the analysis of time on market on real estate markets.

The price of clean air – quantifying air pollution exposure in real estate decisions

Rebecca Restle, Marcelo Cajias, Anna Knoppik

The purpose of this paper is to explore the significance impact of air quality as a contributing factor on residential property rents by applying geo-informatics to economic…

Real Estate Insights: Is the AI revolution a real estate boon or bane?

Philip Seagraves

The paper aims to provide a comprehensive analysis of artificial intelligence’s (AI) transformative impact on the real estate industry. By examining various AI applications, from…

Real Estate Insights Unleashing the potential of ChatGPT in property valuation reports: the “Red Book” compliance Chain-of-thought (CoT) prompt engineering

Ka Shing Cheung

This viewpoint article explores the transformative capabilities of large language models (LLMs) like the Chat Generative Pre-training Transformer (ChatGPT) within the property…

Real Estate Insights Navigating the future of property professionals: an AI-enabled paradigm

David Dyason, Graham Squires

The technological disruption from artificial intelligence (AI) within the economy requires intelligent property professionals for tomorrow. This paper proposes that the direction…

Real Estate Insights AI: real estate’s new roommate – the good, the bad and the algorithmic

Nikodem Szumilo, Thomas Wiegelmann

This paper aims to provide a comprehensive analysis of the transformative impact of Artificial Intelligence (AI) and Large Language Models (LLMs), such as GPT-4, on the real…