Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data

Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data

Human mobility data have become an essential means to study travel behavior and trip purpose to identify urban functional zones, which portray land use at a finer granularity and offer insights for problems such as business site selection, urban design, and planning. However, very few works have lev...

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Bibliographic Details
Main Authors: Xiaoyi Zhang, Wenwen Li, Feng Zhang, Renyi Liu, Zhenhong Du
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
human mobility
traffic analysis zones
topic modelling
k-means
land use
Online Access:https://www.mdpi.com/2220-9964/7/12/459

Internet

https://www.mdpi.com/2220-9964/7/12/459

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