Understanding GPS and Mobile Phone Data for Origin-Destination Analysis

Chen, Cynthia; Ban, Xuegang (Jeff); Wang, Feilong; Wang, Jingxing; Siddique, Choudhury; Fan, Rong; Lee, Jaehun; United States. Federal Highway Administration

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Understanding GPS and Mobile Phone Data for Origin-Destination Analysis

2017-10-31
By Chen, Cynthia ; Ban, Xuegang (Jeff) ; Wang, Feilong ; ...

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English

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Details:

Creators:

Chen, Cynthia ; Ban, Xuegang (Jeff) ; Wang, Feilong ; Wang, Jingxing ; Siddique, Choudhury ; ... More +

Chen, Cynthia ; Ban, Xuegang (Jeff) ; Wang, Feilong ; Wang, Jingxing ; Siddique, Choudhury ; Fan, Rong ; Lee, Jaehun Less -
Corporate Creators:

United States. Federal Highway Administration
Contributors:

Sun, Sarah
Corporate Contributors:

University of Washington. Department of Civil and Environmental Engineering
Subject/TRT Terms:

[+]

Big Data Data Analysis Data Collection Data Representativeness Global Positioning System GPS Data Mobile Phone Data Origin And Destination Origin Destination Demand Matrices Travel Demand Trip Matrices
Publication/ Report Number:

FHWA-HEP-19-027
Resource Type:

Tech Report
Geographical Coverage:

United States
Contracting Officer:

Sun, Sarah
Corporate Publisher:

United States. Federal Highway Administration
Abstract:

Emerging datasets such as mobile phone and GPS data have now become a promising data source for many transportation planning applications, including origin-destination (OD) analyses, which serve as the basis for transportation investment and policy decisions. Generated from an entirely different process from the traditional household travel surveys, these datasets possess many characteristics that together can affect the accuracy and representativeness of the derived results such as OD matrices greatly. The aim of this report is not to develop methods for OD analysis but to gain a thorough understanding of such emerging datasets. Two datasets are studied in the study: a mobile phone dataset and a GPS dataset. The study results demonstrate the many different characteristics possessed by the two and their implications for OD analysis are discussed.
Format:

PDF
Funding:

DTFH61-12-D-00013
Collection(s):

Federal Highway Administration
Main Document Checksum:

[+]

urn:sha256:255182fec4b4a645b021d2f545466fa9e4bb87e0ee84423405df463e16ad33a3
Download URL:

https://rosap.ntl.bts.gov/view/dot/55805/dot_55805_DS1.pdf
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Understanding GPS and Mobile Phone Data for Origin-Destination Analysis

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