Site Selection Prediction for Coffee Shops Based on Multi-Source Space Data Using Machine Learning Techniques

Based on a study of the spatial distribution of coffee shops in the main urban area of Beijing, the main influencing factors were selected based on the multi-source space data. Subsequently, three regression models were compared, and the best site selection model was found. A comparison was performe...

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Bibliographic Details
Main Authors: Jiaqi Zhao, Baiyi Zong, Ling Wu
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/12/8/329