Automated real estate valuation with machine learning models using property descriptions

K Baur, M Rosenfelder, B Lutz - Expert Systems with Applications, 2023 - Elsevier
Automated and accurate real estate valuation benefits buyers and sellers in real estate
markets. So far, the literature on expert systems for real estate valuation has primarily …

Sentimental shocks and house prices

D Anastasiou, P Kapopoulos, KM Zekente - The Journal of Real Estate …, 2023 - Springer
We investigate the impact of sentimental shocks on house price fluctuations in the Euro
area. To this end, we isolate and measure non-fundamental-based sentimental shocks by …

An embedding-based text classification approach for understanding micro-geographic housing dynamics

I Nilsson, EC Delmelle - International Journal of Geographical …, 2023 - Taylor & Francis
In this article, we introduce an approach for studying micro-geographic housing dynamics
using an embedding-based, semi-supervised text classification approach on longitudinal …

Quality information gaps in housing listings: Do words mean the same as pictures?

M Hebdzyński - Journal of Housing and the Built Environment, 2023 - Springer
The incomplete or defective information on the listed housing quality may impair the market
clearing processes, may lead to the adverse selection and would have its reflection in the …

Smart growth as a luxury amenity? Exploring the relationship between the marketing of smart growth characteristics and neighborhood racial and income change

I Nilsson, EC Delmelle - Journal of Transport Geography, 2023 - Elsevier
In this paper, we examine the association between neighborhood change trajectories and
the use of latent smart growth and sprawl words in real estate listings through a series of …

How the marketing of real estate properties explains mortgage applicants by race and income

I Nilsson, EC Delmelle - … B: Urban Analytics and City Science, 2024 - journals.sagepub.com
In this article, we study how the marketing of single-family homes explains the racial and
income makeup of mortgage applicants in a neighborhood. We use a case study of the …

Real estate pictures: the role of furniture preferences in subjective valuation

S Thaler, D Koch - Journal of Housing Research, 2023 - Taylor & Francis
In real estate pictures, home staging, which is the temporary display of high-end furniture, is
meant to positively impact the sales process for the involved parties: the broker, the seller …

Craft breweries as a neighborhood amenity: evidence from residential real estate listings

I Nilsson, N Reid - Urban Geography, 2025 - Taylor & Francis
In this paper, we make an argument for craft breweries as a neighborhood amenity. Through
an examination of the literature, we suggest that craft breweries act as a particularly …

A Real Estate Price Index Forecasting Scheme Based on Online News Sentiment Analysis.

T Xu, Y Zhao, J Yu - Systems, 2025 - search.ebscohost.com
The real estate price index serves as a crucial indicator reflecting the operational status of
the real estate market in China. However, it often lags until mid-next month, hindering …

“Fix it with green:” The valuation impact of green retrofits on residential transaction price

RR Aroul, JA Hansz, J Yang - Journal of Housing Research, 2021 - Taylor & Francis
There is a modest amount of research on the valuation impact of green housing features, but
research on renovations or remodeling, which include green features called “green retrofits,” …