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A complex event processing approach to detect abnormal behaviours in the marine environment

机译:一种用于检测海洋环境中异常行为的复杂事件处理方法

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摘要

Over the last years, many data-sources have become available to monitor the marine traffic. This has motivated the development of support systems to automatically detect vessels' behaviours of interest. The present work states a novel approach in this domain following the Complex Event Processing (CEP) paradigm. As a proof of concept, a CEP-based system has been developed to timely detect a set of vessel's abnormal behaviours by performing an event-based processing of Automatic Identification System data. Experiments based on real-world and synthetic data proved the suitability and feasibility of the proposal.
机译:在过去的几年中,已经有了许多数据源来监视海上交通。这激励了支持系统的发展,以自动检测船只感兴趣的行为。本工作遵循复杂事件处理(CEP)范式,在这一领域提出了一种新颖的方法。作为概念证明,已经开发了基于CEP的系统,通过执行基于事件的自动识别系统数据处理来及时检测一组船舶的异常行为。基于现实世界和综合数据的实验证明了该建议的适用性和可行性。

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