Detecting Invalid Associations between Fare Machines and Metro Stations Using Smart Card Data

Data quality is essential for its authentic usage in analysis and applications. The large volume of automated collection data inevidently suffers from data quality issues including data missing and invalidity. This paper deals with an invalid data problem in the automated fare collection (AFC) datab...

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Bibliographic Details
Main Authors: Pengfei Zhang, Zhenliang Ma, Xiaoxiong Weng
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2021/5283283