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Prediction and layout optimization of older adult(s) care facilities based on POI data, machine learning, and space syntax

IntroductionAs the population continues to age, the scientific selection and rational layout of older adult(s) care facilities are increasingly becoming key issues in urban planning. Yet, traditional planning methods have clear limitations in terms of spatial precision and practicality. This study f...

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Autori principali: Yalun Lei, Jingwen Tian, Chuan Wang, Jia Hu
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2026-07-01
Serie:Frontiers in Public Health
Soggetti:
older adult(s) care facilities
machine learning
POI data
site selection
space syntax
Accesso online:https://www.frontiersin.org/articles/10.3389/fpubh.2026.1875976/full
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