A Spatiotemporal Constraint Non-Negative Matrix Factorization Model to Discover Intra-Urban Mobility Patterns from Taxi Trips

A Spatiotemporal Constraint Non-Negative Matrix Factorization Model to Discover Intra-Urban Mobility Patterns from Taxi Trips

Taxi services provide an urban transport option to citizens. Massive taxi trajectories contain rich information for understanding human travel activities, which are essential to sustainable urban mobility and transportation. The origin and destination (O-D) pairs of urban taxi trips can reveal the s...

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Bibliographic Details
Main Authors: Yong Gao, Jiajun Liu, Yan Xu, Lan Mu, Yu Liu
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sustainability
Subjects:
spatiotemporal pattern
spatiotemporal constraint
taxi O-D trip
non-negative matrix factorization (NMF)
Online Access:https://www.mdpi.com/2071-1050/11/15/4214

Internet

https://www.mdpi.com/2071-1050/11/15/4214

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