DocumentCode
3568508
Title
Complex network analysis of public transportation networks: A comprehensive study
Author
Haznagy, Andor ; Fi, Istvan ; London, Andras ; Nemeth, Tamas
Author_Institution
Dept. of Highway & Railway Eng., Budapest Univ. of Technol. & Econ., Budapest, Hungary
fYear
2015
Firstpage
371
Lastpage
378
Abstract
In this study, using the network approach, we analyzed the urban public transportation systems of 5 Hungarian cities. We performed a comprehensive network analysis of the systems with the main goal of identifying significant similarities and differences of the transportation networks of these cities. Although previous studies often investigated unweighted networks, one novelty of our study is to consider directed and weighted links, where the weights represent the capacities of the vehicles (bus, tram, trolleybus) in the morning peak hours. In particular, we calculated descriptors of global network characteristic and various centrality measures of the network nodes in both the weighted case and unweighted case. By comparing the results obtained for the different cities, we get a highly detailed picture of the differences in the organization of the public transport, which may due to historical and geographical factors. Also, by comparing the results obtained from the weighted and unweighted approaches, we can identify which are the most sensitive routes and stations of the network pointing out some organizational inconsistencies of the transportation system.
Keywords
complex networks; network theory (graphs); public transport; Hungarian cities; complex network analysis; geographical factors; global network characteristics; morning peak hours; network analysis; network approach; network nodes; network pointing; organizational inconsistencies; public transport; transportation networks; urban public transportation systems; Cities and towns; Complex networks; Schedules; Shape; Vehicles; Empirical analysis; Network analysis; Public transportation networks; Small-world networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015 International Conference on
Print_ISBN
978-9-6331-3140-4
Type
conf
DOI
10.1109/MTITS.2015.7223282
Filename
7223282
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