A Method of Data Cleaning Based on IC Card and GPS Data in Chengdu

ICTE 2015 ◽  
2015 ◽  
Author(s):  
Yi Qian ◽  
Ling Xu ◽  
Pengyao Ye
Keyword(s):  
Data Cleaning ◽  
Gps Data ◽  
Ic Card

scholarly journals Transit OD Generation Based on Information Technology

2012 ◽  
Vol 5 ◽  
pp. 50-55
Author(s):  
Li Bing Chi ◽  
Jian Wang
Keyword(s):  
Information Technology ◽  
Data Access ◽  
Transportation System ◽  
Search Method ◽  
Gps Data ◽  
Ic Card ◽  
Transit System ◽  
Modeling Process ◽  
Transportation Modeling ◽  
Definition Of

Due to development in computer and information technology, data access and collection have becoming more and more convenient. In many cities’ transit system, transit vehicle GPS data and passenger IC card data could be provided. This paper focuses on the method that uses the passenger IC card data (only record once per trip) and transit vehicle GPS data to generate the transit OD matrix. After analyzing the characteristic of transit trips, the author gives the definition of continuity for a transit trip. Based on this definition, this paper then presents a search method to generate the transit OD matrix. The validity of this method has been tested in the modeling process for Zhengzhou city’s comprehensive transportation system. At the end, it is hoped that this research may give a useful lesson for other cities’ transportation modeling practice.

Passenger travel characteristics and bus operational states: a study based on IC card and GPS data in Yinchuan, China

2019 ◽  
Vol 42 (8) ◽  
pp. 825-847
Author(s):  
Feng Chen ◽  
Jinlei Zhang ◽  
Zijia Wang ◽  
Shunwei Shi ◽  
Haixu Liu
Keyword(s):  
Gps Data ◽  
Ic Card ◽  
Passenger Travel

Data cleaning system and method based on IC card data characteristics

2021 ◽  
Author(s):  
Lingfei Zeng ◽  
Wei Huang ◽  
Jingpeng Wen ◽  
Haolong Zhan ◽  
Yichao Lin
Keyword(s):  
Data Cleaning ◽  
Ic Card ◽  
Cleaning System

scholarly journals A comprehensive insight towards Pre-processing Methodologies applied on GPS data

2020 ◽  
Vol 10 (3) ◽  
pp. 2742
Author(s):  
R. Prabha ◽  
Mohan G Kabadi
Keyword(s):  
Data Cleaning ◽  
Positional Information ◽  
Gps Data ◽  
Gps Receiver ◽  
Global Positioning ◽  
Research Problems ◽  
Cleaning Methods ◽  
Almost All ◽  
Good Number ◽  
Insight Into

Reliability in the utilization of the Global Positioning System (GPS) data demands a higher degree of accuracy with respect to time and positional information required by the user. However, various extrinsic and intrinsic parameters disrupt the data transmission phenomenon from GPS satellite to GPS receiver which always questions the trustworthiness of such data. Therefore, this manuscript offers a comprehensive insight into the data preprocessing methodologies evolved and adopted by present-day researchers. The discussion is carried out with respect to standard methods of data cleaning as well as diversified existing research-based approaches. The review finds that irrespective of a good number of work carried out to address the problem of data cleaning, there are critical loopholes in almost all the existing studies. The paper extracts open end research problems as well as it also offers an evidential insight using use-cases where it is found that still there is a critical need to investigate data cleaning methods.

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