About: Recurrence in the evolution of air transport networks

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type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	Recurrence in the evolution of air transport networks
Creator	Masuda, Naoki Sugishita, Kashin
source	ArXiv
abstract	Changes in air transport networks over time may be induced by competition among carriers, changes in regulations on airline industry, and socioeconomic events such as terrorist attacks and epidemic outbreaks. Such network changes may reflect corporate strategies of each carrier. In the present study, we propose a framework for analyzing evolution patterns in temporal networks in discrete time from the viewpoint of recurrence. Recurrence implies that the network structure returns to one relatively close to that in the past. We applied the proposed methods to four major carriers in the US from 1987 to 2019. We found that the carriers were different in terms of speed of network evolution, strength of periodicity, and changes in these quantities across decades. We also found that the network structure of the individual carriers abruptly changes from time to time. Such a network change reflects changes in their operation at their hub airports rather than famous socioeconomic events that look closely related to airline industry. The proposed methods are expected to be useful for revealing, for example, evolution of airline alliances and responses to natural disasters or infectious diseases, as well as characterizing evolution of social, biological, and other networks over time.
has issue date	2020-05-29(xsd:dateTime)
has license	arxiv
sha1sum (hex)	a83be9d5b763cfec240bb063b384e0a85958b612
resource representing a document's title	Recurrence in the evolution of air transport networks
resource representing a document's body	covid:a83be9d5b763cfec240bb063b384e0a85958b612#body_text
is schema:about of	named entity 'natural disasters' named entity 'Such' named entity 'networks' named entity 'transport' named entity 'time' »more»

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