DocumentCode
242913
Title
Using Ontologies for Proposing Adequate Geovisual Analytics Solutions in the Analysis of Trajectories
Author
Vatin, Gabriel ; Napoli, Antonio
Author_Institution
CRC - Centre for Res. on Risks & Crises, MINES ParisTech, Sophia Antipolis, France
fYear
2014
fDate
16-18 July 2014
Firstpage
176
Lastpage
182
Abstract
This paper presents an original approach for supporting the use of geovisual analytics solutions. Many models have been proposed to characterize information visualization methods, but few have been integrated to an intelligent process for supporting user in geo-information usage. Moreover, several new solutions are continuously proposed by research, but few of them are really used in operational world. For instance, the maritime surveillance systems could gain much more identification capabilities of ship behaviors with adequate geovisual analytics solutions. Therefore, we investigated the use of geovisual methods for the analysis of mobility data, such as ship trajectories. We propose a knowledge-based system using ontologies and rules. These allow modeling the domain of geovisual analytics solutions, and their capacities in the exploration and the analysis of trajectories. This system would be used to support users in geovisual analytics of movement, based on their context of use.
Keywords
data visualisation; geographic information systems; knowledge based systems; ontologies (artificial intelligence); geo-information usage; geovisual analytics solution; information visualization; knowledge-based system; mobility data; ontologies; ship trajectory; trajectory analysis; Analytical models; Context; Data models; Data visualization; Marine vehicles; Ontologies; Visualization; analysis support; geovisual analytics; maritime domain awareness; ontologies; rules;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Visualisation (IV), 2014 18th International Conference on
Conference_Location
Paris
ISSN
1550-6037
Type
conf
DOI
10.1109/IV.2014.26
Filename
6902900
Link To Document