Title
The promises and perils of Automatic Identification System data
Abstract
•The promises and perils of AIS data are considered across different domains.•The promises and perils of AIS data are interrelated and can be represented as a Concept map.•We have identified reasons that lead to noise in AIS data.•We empirically validate the promises and perils through a mixed-method study.•AIS data should be used in corroboration with other data sources.•Relying solely on AIS data can lead to inconsistencies.
Year
DOI
Venue
2021
10.1016/j.eswa.2021.114975
Expert Systems with Applications
Keywords
DocType
Volume
AIS data,Data mining,Navigation safety,Ship behavior analysis,Environmental evaluation,Advanced applications of AIS data
Journal
178
ISSN
Citations 
PageRank 
0957-4174
1
0.63
References 
Authors
4
4
Name
Order
Citations
PageRank
Ties Emmens110.63
chintan amrit216019.11
Asad Abdi310.96
Mayukh Ghosh410.63