Guiding the Controller in Geovisual Analytics to Improve Maritime Surveillance
نویسندگان
چکیده
Maritime traffic surveillance requires a very accurate and continuous analysis of the sea. This area consists of many different objects, actors and rules. Monitoring such a wide and complex area requires adapted visual tools, such as Maritime Surveillance Systems. These tools help identifying abnormal behaviours, which can lead to risky situations. We investigate the usability of visual analytics and geovisualization methods that will improve these systems: a better synthesis of the data and more effective tools lead to improved situation awareness. Visualization methods and needs of controllers being very specific, there is no single solution for modelling, visualizing and analysing maritime data. In this paper, we identify the limits of current research in geovisual analytics for maritime surveillance. A new approach for guiding the selection of visual analytics methods is proposed. The profile of the user, the purpose of use and the situation to analysis are considered together; a knowledge-based system will guide the user toward the most suitable visualization methods. Keywords-Geovisual analytics; geovisualization; maritime surveillance; use and user issues.
منابع مشابه
User Profiling and Geovisual Analytics Process Modeling for Maritime Surveillance
Geovisual analytics is used for discovering patterns in spatiotemporal data by the way of visual interaction. But developing adequate visualization tools requires knowing the tasks and the users that will perform this data exploration. In order to benefit from geovisual analytics advances, it is necessary for maritime surveillance uses of maps to be investigated. Formalization of map uses and o...
متن کاملToward User-Centred Geovisual Analytics in Maritime Surveillance
Within the domain of maritime safety and security, many operators and analysts are asked to manage huge set of real-time data. Information systems, such as Maritime Surveillance Systems, are used to visualize and analyse information of monitored vessels (e.g., AIS, RADAR). Past tracks, present states of vessels and contextual data, such as meteorology, are gathered in these visual platforms. Fi...
متن کاملHigh-Level Taxonomy of Geovisual Analytics Tasks for Maritime Surveillance
Maritime safety and security require a constant surveillance of the traffic at sea, and several human actors are in charge of this control. Potential risks alerts, suspicious vessels and description of the situation are managed by visual surveillance systems. But these systems do not provide real analysis tools for maritime traffic data. Geovisualization and visual analytics have shown to be ve...
متن کاملUsing geovisual analytics in Google Earth to understand disease distribution: a case study of campylobacteriosis in the Czech Republic (2008–2012)
BACKGROUND Visual analytics aims to connect the processing power of information technologies and the user's ability of logical thinking and reasoning through the complex visual interaction. Moreover, the most of the data contain the spatial component. Therefore, the need for geovisual tools and methods arises. Either one can develop own system but the dissemination of findings and its usability...
متن کاملHow Can We Study Learning with Geovisual Analytics Applied to Statistics?
It is vital to understand what kind of processes for learning that Geovisual Analytics creates, as certain activities and conditions are produced when employing Geovisual Anlytic tools in education. To understand learning processes created by Geovisual Analytics, first requires an understanding of the interactions between the technology, the workplace where the learning takes place, and learner...
متن کامل