Scipediacontent: Scipediacontent moved page Draft Content 667411197 to Lim et al 2018b

2021-02-03T15:56:52Z

Scipediacontent moved page Draft Content 667411197 to Lim et al 2018b

Scipediacontent: Created page with " == Abstract == road transportation supports both economic and social activities in developed cities, it is important to maintain smooth traffic on all highways and local ro..."

2021-02-03T15:56:48Z

Created page with " == Abstract == road transportation supports both economic and social activities in developed cities, it is important to maintain smooth traffic on all highways and local ro..."

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== Abstract ==

road transportation supports both economic and social activities in developed cities, it is important to maintain smooth traffic on all highways and local roads. Whenever possible, traffic congestions should be detected early and resolved quickly. While existing traffic monitoring dashboard systems have been put in place in many cities, these systems require high-cost vehicle speed monitoring instruments and detect traffic congestion as independent events. There is a lack of low-cost dashboards to inspect and analyze the lifecycle of traffic congestion which is critical in assessing the overall impact of congestion, determining the possible the source(s) of congestion and its evolution. In the absence of publicly available sophisticated road sensor data which measures on-road vehicle speed, we make use of publicly available vehicle trajectory data to detect the lifecycle of traffic congestion, also known as congestion cascade. We have developed Traffic-Cascade, a dashboard system to identify traffic congestion events, compile them into congestion cascades, and visualize them on a web dashboard. Traffic-Cascade unveils spatio-temporal insights of the congestion cascades.

== Original document ==

The different versions of the original document can be found in:

* [https://ink.library.smu.edu.sg/sis_research/4260 https://ink.library.smu.edu.sg/sis_research/4260] under the license cc-by-nc-nd

* [http://dl.acm.org/ft_gateway.cfm?id=3269216&ftid=2010153&dwn=1 http://dl.acm.org/ft_gateway.cfm?id=3269216&ftid=2010153&dwn=1],
: [http://dx.doi.org/10.1145/3269206.3269216 http://dx.doi.org/10.1145/3269206.3269216] under the license http://www.acm.org/publications/policies/copyright_policy#Background

* [https://dblp.uni-trier.de/db/conf/cikm/cikm2018.html#KweeCPL18 https://dblp.uni-trier.de/db/conf/cikm/cikm2018.html#KweeCPL18],
: [https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5263&context=sis_research https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5263&context=sis_research],
: [https://ink.library.smu.edu.sg/sis_research/4260 https://ink.library.smu.edu.sg/sis_research/4260],
: [https://dl.acm.org/citation.cfm?doid=3269206.3269216 https://dl.acm.org/citation.cfm?doid=3269206.3269216],
: [https://doi.acm.org/10.1145/3269206.3269216 https://doi.acm.org/10.1145/3269206.3269216],
: [https://academic.microsoft.com/#/detail/2897166206 https://academic.microsoft.com/#/detail/2897166206]

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Lim et al 2018b - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 667411197 to Lim et al 2018b

Scipediacontent: Created page with " == Abstract == road transportation supports both economic and social activities in developed cities, it is important to maintain smooth traffic on all highways and local ro..."