Integrating Geovisual Analytics with Machine Learning for Human Mobility Pattern Discovery

Integrating Geovisual Analytics with Machine Learning for Human Mobility Pattern Discovery

Understanding human movement patterns is of fundamental importance in transportation planning and management. We propose to examine complex public transit travel patterns over a large-scale transit network, which is challenging since it involves thousands of transit passengers and massive data from...

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Bibliographic Details
Main Authors: Tong Zhang, Jianlong Wang, Chenrong Cui, Yicong Li, Wei He, Yonghua Lu, Qinghua Qiao
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
geovisual analytics
machine learning
smart card data
transit corridor
mobility community
trip
Online Access:https://www.mdpi.com/2220-9964/8/10/434

Internet

https://www.mdpi.com/2220-9964/8/10/434

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