355
Views
5
CrossRef citations to date
0
Altmetric
ARTICLES

Transit performance assessment based on graph analytics

, &
Pages 1382-1401 | Received 26 Aug 2018, Accepted 15 Mar 2019, Published online: 29 Mar 2019

References

  • Aǹez, J., T. De La Barra, and B. Pérez. 1996. “Dual Graph Representation of Transport Networks.” Transportation Research Part B: Methodological. doi:10.1016/0191-2615(95)00024-0.
  • Angles, R., and C. Gutierrez. 2017. “An Introduction to Graph Data Management.” Arxiv.Org, 1–43. doi:10.1007/978-1-4419-6045-0_1.
  • Baas, B. 2012. NoSQL Spatial – Neo4j Versus PostGIS. http://igitur-archive.library.uu.nl/student-theses/2012-0822-200532/UUindex.html.
  • Bast, H., P. Brosi, and S. Storandt. 2014. “Real-time Movement Visualization of Public Transit Data.” In Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems – SIGSPATIAL ’14, 331–340. Dallas/FortWorth, TX, USA: ACM. doi:10.1145/2666310.2666404.
  • Berkow, M., A. El-Geneidy, R. Bertini, and D. Crout. 2009. “Beyond Generating Transit Performance Measures.” Transportation Research Record: Journal of the Transportation Research Board 2111: 158–168. doi:10.3141/2111-18.
  • Brin, S., and L. Page. 1998. “The Anatomy of a Large Scale Hypertextual Web Search Engine.” Computer Networks and ISDN Systems 30 (1/7): 107–117. doi:10.1.1.109.4049.
  • Calatayud, A., R. Palacin, J. Mangan, E. Jackson, and A. Ruiz-Rua. 2016. “Understanding Connectivity to International Markets: A Systematic Review.” Transport Reviews 36 (6): 713–736. doi:10.1080/01441647.2016.1157836.
  • Cao, H., and M. Wachowicz. 2019. “The Design of an IoT-GIS Platform for Performing Automated Analytical Tasks.” Computers, Environment and Urban Systems 74: 23–40. doi:10.1016/j.compenvurbsys.2018.11.004.
  • Cevallos, F., X. Wang, Z. Chen, and A. Gan. 2011. “Using AVL Data to Improve Transit On-time Performance.” Journal of Public Transportation 14 (3): 21–40.
  • Curtin, K. M. 2007. “Network Analysis in Geographic Information Science: Review, Assessment, and Projections.” Cartography and Geographic Information Science 34 (2): 103–111. doi:10.1559/152304007781002163.
  • De Virgilio, R., A. Maccioni, and R. Torlone. 2014. “Model-driven Design of Graph Databases.” LNCS 8824.
  • Derrible, S. 2012. “Network Centrality of Metro Systems.” PLoS One 7 (7). doi:10.1371/journal.pone.0040575.
  • Derrible, S., and C. Kennedy. 2010. “The Complexity and Robustness of Metro Networks.” Physica A: Statistical Mechanics and Its Applications 389 (17): 3678–3691. doi:10.1016/j.physa.2010.04.008.
  • Derrible, S., and C. Kennedy. 2011. “Applications of Graph Theory and Network Science to Transit Network Design.” Transport Reviews 31 (4): 495–519. doi:10.1080/01441647.2010.543709.
  • Dijskstra, E. W. 1959. “A Note on Two Problems in Connection with Graphs.” Numerische Mathematik, 269–227.
  • Farber, S., B. Ritter, and L. Fu. 2016. “Space-time Mismatch Between Transit Service and Observed Travel Patterns in the Wasatch Front, Utah: A Social Equity Perspective.” Travel Behaviour and Society 4: 40–48. doi:10.1016/j.tbs.2016.01.001.
  • Fayyaz, S., X. C. Liu, and G. Zhang. 2017. “An Efficient General Transit Feed Specification (GTFS) Enabled Algorithm for Dynamic Transit Accessibility Analysis.” PLoS One 12 (10): 1–22. doi:10.1371/journal.pone.0185333.
  • Finch, C., C. Palmer, C. A. Andrews, M. D. Jamison, K. Michalski-Karney, K. L. Price, and T. Volk. 2013. BUS STOP ACCESSIBILITY STUDY: Roanoke Valley Area Metropolitan Planning Organization.
  • Fransen, K., T. Neutens, S. Farber, P. De Maeyer, G. Deruyter, and F. Witlox. 2015. “Identifying Public Transport Gaps Using Time-dependent Accessibility Levels.” Journal of Transport Geography 48: 176–187. doi:10.1016/j.jtrangeo.2015.09.008.
  • Furth, P. G., B. Hemily, T. H. J. Muller, and J. G. Strathman. 2003. “Uses of Archived AVL-APC Data to Improve Transit Performance and Management: Review and Potential.” Transportation Research Board 23, http://www.trb.org/Main/Public/Blurbs/152922.aspx.
  • Hadas, Y. 2013. “Assessing Public Transport Systems Connectivity Based on Google Transit Data.” Journal of Transport Geography 33: 105–116. doi:10.1016/j.jtrangeo.2013.09.015.
  • Hammerle, M., M. Haynes, and S. McNeil. 2005. “Use of Automatic Vehicle Location and Passenger Count Data to Evaluate Bus Operations.” Transportation Research Record: Journal of the Transportation Research Board 1903 (1): 27–34. doi:10.3141/1903-04.
  • Hossain, M., S. Alam, T. Rees, and H. Abbass. 2013. “Australian Airport Network Robustness Analysis: A Complex Network Approach.” Australasian Transport Research Forum 2013 Proceedings, 1–21.
  • Ivarsson, T., A. Kollegger, P. Neubauer, J. Svensson, and J. Webber. 2014. The Neo4j Manual v1. 3. (A. Nawroth, Ed.). Neo-Technology. http://dist.neo4j.org/neo4j-manual-1.4.M03.pdf.
  • Kee, K., A. Chu, and R. Chapleau. 2008. “Enriching Archived Smart Card Transaction Data for Transit Demand Modeling.” Transportation Research Record: Journal of the Transportation Research Board, 63–72. doi:10.3141/2063-08.
  • Kuzkin, O. 2016. “Graph Theory Methods in Analysing Commuting Networks of Municipal Electric Transport.” European Journal of Enterprise Technologies, 19–25. doi:10.15587/1729-4061.2016.66192.
  • Liao, C. 2011. Data-Driven Support Tools for Transit Data Analysis, Scheduling and Planning. Minneapolis: Intelligent Transport System Institute, University of Minnesota.
  • Ma, X., and Y. Wang. 2014. “Development of a Data-Driven Platform for Transit Performance Measures Using Smart Card and GPS Data.” Journal of Transportation Engineering 140 (12): 04014063. doi:10.1061/(ASCE)TE.1943-5436.0000714.
  • Mandelzys, M., and B. Hellinga. 2009. “Automatically Identifying the Causes of Bus Transit Schedule Adherence Performance Issues Using AVL/APC Archived Data.” Transportation Research Board, the 89th Annual Meeting, Washington, DC.
  • Miler, M., D. Medak, and D. Odobašić. 2014. “A Shortest Path Algorithm Performance Comparison in Graph and Relational Database on a Transportation Network.” PROMET – Traffic&Transportation 26 (1). doi:10.7307/ptt.v26i1.1268.
  • Mishra, S., T. F. Welch, and M. K. Jha. 2012. “Performance Indicators for Public Transit Connectivity in Multi-Modal Transportation Networks.” Transportation Research Part A: Policy and Practice 46 (7): 1066–1085. doi:10.1016/j.tra.2012.04.006.
  • Mishra, S., T. F. Welch, P. M. Torrens, C. Fu, H. Zhu, and E. Knaap. 2014. “A Tool for Measuring and Visualizing Connectivity of Transit Stop, Route and Transfer Center in a Multimodal Transportation Network.” Public Transport 7 (1): 77–99. doi:10.1007/s12469-014-0091-2.
  • Pelletier, M. P., M. Trépanier, and C. Morency. 2011. “Smart Card Data use in Public Transit: A Literature Review.” Transportation Research Part C: Emerging Technologies 19 (4): 557–568. doi:10.1016/j.trc.2010.12.003.
  • Reddy, A., A. Lu, S. Kumar, V. Bashmakov, and S. Rudenko. 2009. “Entry-only Automated Fare-collection System Data Used to Infer Ridership, Rider Destinations, Unlinked Trips, and Passenger Miles.” Transportation Research Record: Journal of the Transportation Research Board 2110 (1): 128–136. doi:10.3141/2110-16.
  • Salarian, M., A. Manavella, and R. Ansari. 2015. “Accurate Localization in Dense Urban Area Using Google Street View Images.” In 2015 SAI Intelligent Systems Conference (IntelliSys), 485–490. doi:10.1109/IntelliSys.2015.7361184.
  • Sarker, A., S. Mishra, T. Welch, M. Golias, and P. Torrens. 2014. “A Model Framework for Analyzing Public Transit Connectivity and Its Application in a Large-scale Multi-modal Transit Network.” Compendium of Papers in 94th Annual Board Meeting of Transportation Research Board, National Research Council (Vol. 804). Washington, DC.
  • Seaborn, C., J. Attanucci, and N. H. M. Wilson. 2009. “Using Smart Card Fare Payment Data to Analyze Multi- Modal Public Transport Journeys in London Citation Accessed Citable Link Detailed Terms.” Transportation Research Record: Journal of the Transportation Research Board 2121 (1): 55–62. doi:10.3141/2121-06.
  • Tsekeris, T., and A. Z. Souliotou. 2014. “Graph-theoretic Evaluation Support Tool for Fixed-route Transport Development in Metropolitan Areas.” Transport Policy 32: 88–95. doi:10.1016/j.tranpol.2014.01.005.
  • Utsunomiya, M., J. Attanucci, and N. Wilson. 2006. “Marketing and Fare Policy Potential Uses of Transit Smart Card Registration and Transaction Data to Improve Transit Planning.” Transportation Research Record: Journal of the Transportation Research Board 1971: 119–126.
  • Vicknair, C., M. Macias, Z. Zhao, X. Nan, Y. Chen, and D. Wilkins. 2010. “A Comparison of a Graph Database and a Relational Database: A Data Provenance Perspective.” Proceedings of the 48th Annual Southeast Regional Conference, 42–47. doi:10.1145/1900008.1900067.
  • Wang, X., Y. Koç, S. Derrible, S. N. Ahmad, W. J. A. Pino, and R. E. Kooij. 2017. “Multi-criteria Robustness Analysis of Metro Networks.” Physica A: Statistical Mechanics and Its Applications 474: 19–31. doi:10.1016/j.physa.2017.01.072.
  • Wang, J., H. Mo, F. Wang, and F. Jin. 2011. “Exploring the Network Structure and Nodal Centrality of China’s air Transport Network: A Complex Network Approach.” Journal of Transport Geography 19 (4): 712–721. doi:10.1016/j.jtrangeo.2010.08.012.
  • Welch, T. F., and S. Mishra. 2013. “A Measure of Equity for Public Transit Connectivity.” Journal of Transport Geography 33: 29–41. doi:10.1016/j.jtrangeo.2013.09.007.
  • Wessel, N., J. Allen, and S. Farber. 2016. “Constructing a Routable Transit Network from a Real-time Vehicle Location Feed. In GIScience 2016, 369–372. Montreal: GIScience. doi:10.1007/s13398-014-0173-7.2.
  • Wu, X., H. Dong, C. K. Tse, I. W. H. Ho, and F. C. M. Lau. 2018. “Analysis of Metro Network Performance from a Complex Network Perspective.” Physica A: Statistical Mechanics and Its Applications 492: 553–563. doi:10.1016/j.physa.2017.08.074.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.