Multi-layer Public Transport Network Analysis

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

10 Scopus Citations
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Author(s)

  • Tanuja Shanmukhappa
  • Ivan W. H. Ho
  • Chi K. Tse
  • Xingtang Wu
  • Hairong Dong

Detail(s)

Original languageEnglish
Title of host publication2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Proceedings
PublisherIEEE
ISBN (Electronic)978-1-5386-4881-0
Publication statusPublished - May 2018
Externally publishedYes

Publication series

NameProceedings - IEEE International Symposium on Circuits and Systems
Volume2018-May
ISSN (Print)0271-4310

Conference

Title2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018
PlaceItaly
CityFlorence
Period27 - 30 May 2018

Abstract

In this paper, we propose a novel method called supernode graph structure representation to model the public transport network structure of the London city. Supernode is a set of geographically closely associated nodes. Using the supernode graph structure, the bus transport and the metro transport network structures are analyzed by treating them as independent mono-layer or multi-layer network structures. A method of spatial amalgamation is proposed to integrate the two transport layers. A set of most influential nodes in the network is identified by assigning node weight to each node with respect to both mono-layer and multi-layer analysis. The behavior of these influential nodes is better characterized by categorizing them as either emitter, absorber or neutral zones.

Citation Format(s)

Multi-layer Public Transport Network Analysis. / Shanmukhappa, Tanuja; Ho, Ivan W. H.; Tse, Chi K. et al.
2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Proceedings. IEEE, 2018. 8351818 (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2018-May).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review