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Dynamic travel time provision for road networks

Published: 05 November 2008 Publication History

Abstract

The application domain of intelligent transportation is plagued by a shortage of data sources that adequately assess traffic situations. Typically, to provide routing and navigation solutions map attributes in the form of static weights as derived from road categories and speed limits used for road networks. With the advent of Floating Car Data (FCD) and specifically the GPS-based tracking data component, a means was found to derive accurate and up-to-date travel times, i.e., qualitative traffic information. FCD is a by-product in fleet management applications and given a minimum number and uniform distribution of vehicles, this data can be used for accurate traffic assessment and also prediction. This work showcases a system that facilitates the collection of FCD, produces dynamic travel time information, and provides value-added services based on the dynamic travel times. The essential components that will be discussed are a Web-services-based data collection approach, sophisticated map-matching algorithms, a data management architecture and an online visualization platform.

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Cited By

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  • (2024)Future and Research Perspectives of Spatiotemporal Data Management MethodsSpatiotemporal Data Analytics and Modeling10.1007/978-981-99-9651-3_12(235-245)Online publication date: 16-Apr-2024
  • (2021)REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries2021 IEEE 37th International Conference on Data Engineering (ICDE)10.1109/ICDE51399.2021.00067(708-719)Online publication date: Apr-2021
  • (2019)Spatiotemporal Bus Route Profiling using Odometer DataProceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems10.1145/3347146.3359350(369-378)Online publication date: 5-Nov-2019
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    cover image ACM Conferences
    GIS '08: Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
    November 2008
    559 pages
    ISBN:9781605583235
    DOI:10.1145/1463434
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 05 November 2008

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    Author Tags

    1. FCD
    2. PVD
    3. floating car data
    4. probe vehicle data
    5. road networks
    6. spatiotemporal databases
    7. traffic management

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    Overall Acceptance Rate 257 of 1,238 submissions, 21%

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    Cited By

    View all
    • (2024)Future and Research Perspectives of Spatiotemporal Data Management MethodsSpatiotemporal Data Analytics and Modeling10.1007/978-981-99-9651-3_12(235-245)Online publication date: 16-Apr-2024
    • (2021)REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries2021 IEEE 37th International Conference on Data Engineering (ICDE)10.1109/ICDE51399.2021.00067(708-719)Online publication date: Apr-2021
    • (2019)Spatiotemporal Bus Route Profiling using Odometer DataProceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems10.1145/3347146.3359350(369-378)Online publication date: 5-Nov-2019
    • (2019)MapReuse: Recycling Routing API Queries2019 20th IEEE International Conference on Mobile Data Management (MDM)10.1109/MDM.2019.00-47(279-287)Online publication date: Jun-2019
    • (2019)An Open Source TrajAnalytics Software for Modeling, Transformation and Visualization of Urban Trajectory Data2019 IEEE Intelligent Transportation Systems Conference (ITSC)10.1109/ITSC.2019.8917058(150-155)Online publication date: Oct-2019
    • (2018)Spatiotemporal clustering in urban transportationSIGSPATIAL Special10.1145/3292390.329239610:2(26-33)Online publication date: 13-Nov-2018
    • (2018)Accurate Real-Time Location Map Matching Algorithm for Large Scale Trajectory Data2018 7th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)10.1109/ICRITO.2018.8748745(646-651)Online publication date: Aug-2018
    • (2018)Crowdsourcing Geographic Information SystemsEncyclopedia of Database Systems10.1007/978-1-4614-8265-9_80607(702-708)Online publication date: 7-Dec-2018
    • (2017)Investigating the Role of Virtual Reality in Planning for Sustainable Smart CitiesSustainability10.3390/su91120069:11(2006)Online publication date: 1-Nov-2017
    • (2016)Dynamic Time-Dependent Route Planning in Road Networks with User PreferencesProceedings of the 15th International Symposium on Experimental Algorithms - Volume 968510.1007/978-3-319-38851-9_3(33-49)Online publication date: 5-Jun-2016
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