An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data

Shamal Al-Dohuki; Farah Kamw; Ye Zhao; Xinyue Ye; Jing Yang; Suphanut Jamonnak

doi:10.1109/ITSC.2019.8917058

An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data

Shamal Al-Dohuki, Farah Kamw, Ye Zhao, Xinyue Ye, Jing Yang, Suphanut Jamonnak

Informatics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

14 Scopus citations

Abstract

We present an open source software, named as TrajAnalytics, which models, transforms, and then visualizes urban trajectory data for transportation and urban study. It allows researchers, administrations, and practitioners to understand the population mobility data and to discover knowledge intuitively. A conceptual data model is presented which integrates trajectory data with geo-structures through a variety of data access queries. The model guides us to develop data processing and management capability and support various visual queries through a Web-based visualization interface. A set of visualization widgets and interaction functions promote easy user engagement. A primary user study shows the usability of the software.

Original language	English (US)
Title of host publication	2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	150-155
Number of pages	6
ISBN (Electronic)	9781538670248
DOIs	https://doi.org/10.1109/ITSC.2019.8917058
State	Published - Oct 2019
Event	2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 - Auckland, New Zealand Duration: Oct 27 2019 → Oct 30 2019

Publication series

Name	2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019

Conference

Conference	2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019
Country/Territory	New Zealand
City	Auckland
Period	10/27/19 → 10/30/19

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Management Science and Operations Research
Instrumentation
Transportation

Access to Document

10.1109/ITSC.2019.8917058

Cite this

Al-Dohuki, S., Kamw, F., Zhao, Y., Ye, X., Yang, J., & Jamonnak, S. (2019). An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data. In 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (pp. 150-155). Article 8917058 (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITSC.2019.8917058

Al-Dohuki, Shamal ; Kamw, Farah ; Zhao, Ye et al. / An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data. 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 150-155 (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019).

@inproceedings{e865fbd869e4402e89f7ad03c89be484,

title = "An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data",

abstract = "We present an open source software, named as TrajAnalytics, which models, transforms, and then visualizes urban trajectory data for transportation and urban study. It allows researchers, administrations, and practitioners to understand the population mobility data and to discover knowledge intuitively. A conceptual data model is presented which integrates trajectory data with geo-structures through a variety of data access queries. The model guides us to develop data processing and management capability and support various visual queries through a Web-based visualization interface. A set of visualization widgets and interaction functions promote easy user engagement. A primary user study shows the usability of the software.",

author = "Shamal Al-Dohuki and Farah Kamw and Ye Zhao and Xinyue Ye and Jing Yang and Suphanut Jamonnak",

year = "2019",

month = oct,

doi = "10.1109/ITSC.2019.8917058",

language = "English (US)",

series = "2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "150--155",

booktitle = "2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019",

address = "United States",

note = "2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 ; Conference date: 27-10-2019 Through 30-10-2019",

}

Al-Dohuki, S, Kamw, F, Zhao, Y, Ye, X, Yang, J & Jamonnak, S 2019, An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data. in 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019., 8917058, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, Institute of Electrical and Electronics Engineers Inc., pp. 150-155, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019, Auckland, New Zealand, 10/27/19. https://doi.org/10.1109/ITSC.2019.8917058

An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data. / Al-Dohuki, Shamal; Kamw, Farah; Zhao, Ye et al.
2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 150-155 8917058 (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data

AU - Al-Dohuki, Shamal

AU - Kamw, Farah

AU - Zhao, Ye

AU - Ye, Xinyue

AU - Yang, Jing

AU - Jamonnak, Suphanut

PY - 2019/10

Y1 - 2019/10

N2 - We present an open source software, named as TrajAnalytics, which models, transforms, and then visualizes urban trajectory data for transportation and urban study. It allows researchers, administrations, and practitioners to understand the population mobility data and to discover knowledge intuitively. A conceptual data model is presented which integrates trajectory data with geo-structures through a variety of data access queries. The model guides us to develop data processing and management capability and support various visual queries through a Web-based visualization interface. A set of visualization widgets and interaction functions promote easy user engagement. A primary user study shows the usability of the software.

AB - We present an open source software, named as TrajAnalytics, which models, transforms, and then visualizes urban trajectory data for transportation and urban study. It allows researchers, administrations, and practitioners to understand the population mobility data and to discover knowledge intuitively. A conceptual data model is presented which integrates trajectory data with geo-structures through a variety of data access queries. The model guides us to develop data processing and management capability and support various visual queries through a Web-based visualization interface. A set of visualization widgets and interaction functions promote easy user engagement. A primary user study shows the usability of the software.

UR - http://www.scopus.com/inward/record.url?scp=85076818089&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85076818089&partnerID=8YFLogxK

U2 - 10.1109/ITSC.2019.8917058

DO - 10.1109/ITSC.2019.8917058

M3 - Conference contribution

T3 - 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019

SP - 150

EP - 155

BT - 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019

Y2 - 27 October 2019 through 30 October 2019

ER -

Al-Dohuki S, Kamw F, Zhao Y, Ye X, Yang J, Jamonnak S. An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data. In 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 150-155. 8917058. (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019). doi: 10.1109/ITSC.2019.8917058

An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data

Abstract

Publication series

Conference

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this