Abstract | ||
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•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 Emmens | 1 | 1 | 0.63 |
chintan amrit | 2 | 160 | 19.11 |
Asad Abdi | 3 | 1 | 0.96 |
Mayukh Ghosh | 4 | 1 | 0.63 |