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Exploring the vitality of Tianjin’s downtown based on the Light GBM-SHAP model

Abstract In the age of stock planning, urban vitality is a key indication of a city’s health and vitality. Using the central city of Tianjin as an example, the study uses multi-source data, such as Weibo check-ins, points of interest, etc., to quantify urban vitality. The Light GBM-SHAP model is cho...

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Bibliografiska uppgifter
Huvudupphov: Na Li, Li Yao
Materialtyp: Artigo
Språk:Inglês
Utgiven: Springer 2024-12-01
Serie:Computational Urban Science
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Länkar:https://doi.org/10.1007/s43762-024-00159-5
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