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Authors: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Evgheni Polisciuc and Penousal Machado

Affiliation: Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, Pólo II - Pinhal de Marrocos, 3030-290 Coimbra and Portugal

Keyword(s): Automatic Identification System, Data Visualization, Data Processing, Magnified Fish-Eye Lens.

Related Ontology Subjects/Areas/Topics: Abstract Data Visualization ; Computer Vision, Visualization and Computer Graphics ; General Data Visualization ; Visual Data Analysis and Knowledge Discovery ; Visualization Applications

Abstract: Automatic Identification System data has been used in several studies with different directions like traffic forecasting, pollution control or anomalous behavior detection in vessels trajectories. Considering this last subject, the intersection between vessels is often related with abnormal behaviors, but this topic has not been exploited yet. In this paper an approach to assist the domain experts in the task of analyzing these intersections is introduced, based on data processing and visualization. The work was experimented with a proprietary dataset that covers the Portuguese maritime zone, containing an average of 6460 intersections by day. The results show that several intersections were only noticeable with the visualization strategies here proposed.

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Paper citation in several formats:
Pereira, R.; Abreu, P.; Polisciuc, E. and Machado, P. (2019). A Data Visualization Approach for Intersection Analysis using AIS Data. In Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - IVAPP; ISBN 978-989-758-354-4; ISSN 2184-4321, SciTePress, pages 208-215. DOI: 10.5220/0007312802080215

@conference{ivapp19,
author={Ricardo Cardoso Pereira. and Pedro Henriques Abreu. and Evgheni Polisciuc. and Penousal Machado.},
title={A Data Visualization Approach for Intersection Analysis using AIS Data},
booktitle={Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - IVAPP},
year={2019},
pages={208-215},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007312802080215},
isbn={978-989-758-354-4},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - IVAPP
TI - A Data Visualization Approach for Intersection Analysis using AIS Data
SN - 978-989-758-354-4
IS - 2184-4321
AU - Pereira, R.
AU - Abreu, P.
AU - Polisciuc, E.
AU - Machado, P.
PY - 2019
SP - 208
EP - 215
DO - 10.5220/0007312802080215
PB - SciTePress