@inproceedings{736ee3767e54405bbee1cb40642f13ea,
title = "Similarity of GPS trajectories using dynamic time warping: an application to cruise tourism",
abstract = "The aim of this research is to propose an analysis of the trajectories of cruise passengers at their destination using Dynamic Time Warping algorithm. Data collected by means of GPS devices relating to the behavior of cruise passengers in the port of Palermo have been analyzed in order to show similarities and differences among their spatial trajectories at destination. A cluster analysis has been performed in order to identify segments of cruise passengers, based on the similarity of their trajectories. The results have been compared in terms of several metrics derived from GPS tracking data in order to validate the proposed approach. Our findings are of interest from a methodological perspective concerning the analysis of GPS data and the management of cruise tourism destinations.",
keywords = "Cruise tourism, Dynamic time warping, GPS trajectories",
author = "Mauro Ferrante and Christian Bongiorno and Noam Shoval",
note = "Publisher Copyright: {\textcopyright} 2019, Springer Nature Switzerland AG.; Conference of the Italian Statistical Society: Statistics and Demography - the Legacy of Corrado Gini, SIS 2015 ; Conference date: 09-09-2015 Through 11-09-2015",
year = "2019",
doi = "10.1007/978-3-030-05420-5_10",
language = "الإنجليزيّة",
isbn = "9783030054199",
series = "Springer Proceedings in Mathematics and Statistics",
pages = "91--101",
editor = "Corrado Crocetta",
booktitle = "Theoretical and Applied Statistics - In Honour of Corrado Gini - SIS 2015",
}