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Automated real estate valuation with machine learning models using property descriptions
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 …
markets. So far, the literature on expert systems for real estate valuation has primarily …
Sentimental shocks and house prices
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 …
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
In this article, we introduce an approach for studying micro-geographic housing dynamics
using an embedding-based, semi-supervised text classification approach on longitudinal …
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 …
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
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 …
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
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 …
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 …
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 …
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 …
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
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,” …
research on renovations or remodeling, which include green features called “green retrofits,” …