Spatiotemporal Clustering Analysis of Bicycle Sharing System with Data Mining Approach

Spatiotemporal Clustering Analysis of Bicycle Sharing System with Data Mining Approach

The main objective of this study is to explore the spatiotemporal activities pattern of bicycle sharing system by combining together temporal and spatial attributes variables through clustering analysis method. Specifically, three clustering algorithms, i.e., hierarchical clustering, K-means cluster...

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Bibliographic Details
Main Authors: Xinwei Ma, Ruiming Cao, Yuchuan Jin
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Information
Subjects:
bicycle sharing system
smart card data
point of interest (POI)
spatiotemporal activities pattern
clustering
Online Access:https://www.mdpi.com/2078-2489/10/5/163

Internet

https://www.mdpi.com/2078-2489/10/5/163

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