Visual analysis of route choice behaviour based on GPS trajectories

Lu,, M; Lai,, C; Ye,, T; Liang, J; Yuan,, X

Visual analysis of route choice behaviour based on GPS trajectories

Lu,, M Lai,, C Ye,, T Liang, J

Yuan,, X

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Publisher:: IEEE
Publication Type:: Conference Proceeding
Citation:: Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on, 2015
Issue Date:: 2015-12-07

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Field	Value	Language
dc.contributor.author	Lu,, M	en_US
dc.contributor.author	Lai,, C	en_US
dc.contributor.author	Ye,, T	en_US
dc.contributor.author	Liang, J https://orcid.org/0000-0001-7179-5208	en_US
dc.contributor.author	Yuan,, X	en_US
dc.date	2015-10-25	en_US
dc.date.issued	2015-12-07	en_US
dc.identifier.citation	Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on, 2015	en_US
dc.identifier.isbn	978-1-4673-9783-4	en_US
dc.identifier.uri	http://hdl.handle.net/10453/116129
dc.description.abstract	There are often multiple routes between regions. Many factors potentially affect driver's route choice, such as expected time cost, length etc. In this work, we present a visual analysis system to explore driver's route choice behaviour based on taxi GPS trajectory data. With interactive trajectory filtering, the system constructs feasible routes between regions of interest. Using a rank-based visualization, the attributes of multiple routes are explored and compared. Based on a statistical model, the system supports to verify trajectory-related factors' impact on route choice behaviour. The effectiveness of the system is demonstrated by applying to real trajectory dataset.	en_US
dc.publisher	IEEE	en_US
dc.relation.ispartof	Visual Analytics Science and Technology (VAST), 2015 IEEE Conference on	en_US
dc.relation.ispartof	IEEE Symposium on Visual Analytics Science and Technology	en_US
dc.relation.isbasedon	10.1109/VAST.2015.7347679	en_US
dc.rights	© 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.	en_US
dc.title	Visual analysis of route choice behaviour based on GPS trajectories	en_US
dc.type	Conference Proceeding
utslib.location.activity	Chicago, IL, USA	en_US
utslib.for	080602 Computer-Human Interaction	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
utslib.copyright.status	closed_access
pubs.consider-herdc	true	en_US
pubs.finish-date	2015-10-30	en_US
pubs.publication-status	Published	en_US
pubs.start-date	2015-10-25	en_US

Abstract:

There are often multiple routes between regions. Many factors potentially affect driver's route choice, such as expected time cost, length etc. In this work, we present a visual analysis system to explore driver's route choice behaviour based on taxi GPS trajectory data. With interactive trajectory filtering, the system constructs feasible routes between regions of interest. Using a rank-based visualization, the attributes of multiple routes are explored and compared. Based on a statistical model, the system supports to verify trajectory-related factors' impact on route choice behaviour. The effectiveness of the system is demonstrated by applying to real trajectory dataset.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/116129