Analytics for awareness in maritime surveillance: from data to tactical insight

Caelli, T, Mukerjee, J and Sparks, E 2019, 'Analytics for awareness in maritime surveillance: from data to tactical insight', Journal of Defense Modeling and Simulation, vol. 16, no. 2, pp. 207-215.


Document type: Journal Article
Collection: Journal Articles

Title Analytics for awareness in maritime surveillance: from data to tactical insight
Author(s) Caelli, T
Mukerjee, J
Sparks, E
Year 2019
Journal name Journal of Defense Modeling and Simulation
Volume number 16
Issue number 2
Start page 207
End page 215
Total pages 9
Publisher Sage Publications
Abstract Although significant effort has occurred into developing realistic simulation environments for maritime surveillance, relatively little attention has been given to objectively summarizing and providing platforms for querying the mission simulation outputs for post-mission debriefing purposes. In this paper we adopt recently proposed data analytic ideas for this context and illustrate the proposed approach using multi-layered statistical methods from visualization to Bayesian network-based data interpretation models. Analyzing example missions in these terms demonstrates the potential use for such technologies for objective and insightful post-mission analyses.
Subject Simulation and Modelling
Keyword(s) Bayesian networks
Data analytics
maritime surveillance
simulation
visualization
DOI - identifier 10.1177%2F1548512918795738
Copyright notice © The Author(s) 2018.
ISSN 1548-5129
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