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  4. Simplicity in complex networks: a path-based centrality
 
conference paper not in proceedings

Simplicity in complex networks: a path-based centrality

Bellocchi, Leonardo  
•
Geroliminis, Nikolaos  
2020
hEART 2020 : 9th Symposium of the European Association for Research in Transportation

Understanding travel behaviour in transportation system is key challenge to calibrate and simulate the usage of urban mobility networks. We define in this work a path-based centrality based on the simplicity of the path between two locations in road network. Analyzing a huge dataset of GPS points of more than 20'000 vehicles and 170'000 trips, we reconstructed the real trajectories and estimate the degree of simplicity of each of them. Interesting insights of drivers' behaviour came from the comparison with the shortest and the simplest path. This allowed us to categorize trips according with their complexity and extract general behavioural relation among drivers. Finally, we measured the effect of considering simplicity as path-choice factor influences the distribution of road usage and the link betweenness.

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Type
conference paper not in proceedings
Author(s)
Bellocchi, Leonardo  
Geroliminis, Nikolaos  
Date Issued

2020

URL

Conference accepted papers

https://transp-or.epfl.ch/heart/2020.php
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

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LUTS  
Event nameEvent placeEvent date
hEART 2020 : 9th Symposium of the European Association for Research in Transportation

Vaulx-en-Velin, France

February 3-4, 2021

Available on Infoscience
March 12, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/175940
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