How does the built environment affect hotel prices? A study using multiscale GWR and deep learning

How does the built environment affect hotel prices? A study using multiscale GWR and deep learning

This paper utilizes deep learning and street view images to extract visual variables and explore the interactive effects and spatial impacts of the built environment on hotel prices with GeoDetector and multiscale geographically weighted regression (MGWR) models. The results indicate that hotel pric...

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Bibliographic Details
Main Authors: Chao Han, Lijun Zhou, Tianfu Zhou
Format: Article
Language:English
Published: Taylor & Francis Group 2024-09-01
Series:Journal of Asian Architecture and Building Engineering
Subjects:
built environment
visual quality
hedonic price model
mgwr
deep learning
Online Access:http://dx.doi.org/10.1080/13467581.2023.2270027

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