Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/105305
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Title: Empirical analysis of the cruise shipping network in Asia
Authors: Kanrak, M
Lau, YY 
Zhou, J
Ge, J
Traiyarach, S
Issue Date: Feb-2023
Source: Sustainability, Feb. 2023, v. 15, no. 3, 2010
Abstract: The cruise shipping market has been growing dynamically in the past two decades. This study presented an empirical analysis of the Asian cruise shipping network (ACSN) in which the nodes are cruise ports and links are cruise routes connecting the ports, using complex network analysis. An analysis of 245 voyages operated by 16 cruise lines between 215 ports in 26 countries found that ports in the ACSN are connected by 704 links. The ACSN is a small-world network with a small average path length and a high clustering coefficient, and its degree distribution follows an exponential function. A small number of ports have high connectivity, and most ports have low connections. Most high-degree ports connect to low-degree ports. The important roles and properties of ports vary depending on centrality measures.
Keywords: Cruise shipping
Network analysis
Network characteristics
Port connectivity
Port property
Topological property analysis
Publisher: Molecular Diversity Preservation International (MDPI)
Journal: Sustainability 
EISSN: 2071-1050
DOI: 10.3390/su15032010
Rights: © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
The following publication Kanrak M, Lau Y-y, Zhou J, Ge J, Traiyarach S. Empirical Analysis of the Cruise Shipping Network in Asia. Sustainability. 2023; 15(3):2010 is available at https://doi.org/10.3390/su15032010.
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