دانلود مقاله ISI انگلیسی شماره 76952
ترجمه فارسی عنوان مقاله

داده های باز برای تشخیص ناهنجاری در نظارت دریایی

عنوان انگلیسی
Open data for anomaly detection in maritime surveillance
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
76952 2013 11 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Expert Systems with Applications, Volume 40, Issue 14, 15 October 2013, Pages 5719–5729

ترجمه کلمات کلیدی
داده های باز؛ تشخیص ناهنجاری؛ امنیت دریایی؛ آگاهی دهی حوزه دریایی
کلمات کلیدی انگلیسی
Open data; Anomaly detection; Maritime security; Maritime domain awareness
پیش نمایش مقاله
پیش نمایش مقاله  داده های باز برای تشخیص ناهنجاری در نظارت دریایی

چکیده انگلیسی

Maritime surveillance has received increased attention from a civilian perspective in recent years. Anomaly detection is one of many techniques available for improving the safety and security in this domain. Maritime authorities use confidential data sources for monitoring the maritime activities; however, a paradigm shift on the Internet has created new open sources of data. We investigate the potential of using open data as a complementary resource for anomaly detection in maritime surveillance. We present and evaluate a decision support system based on open data and expert rules for this purpose. We conduct a case study in which experts from the Swedish coastguard participate to conduct a real-world validation of the system. We conclude that the exploitation of open data as a complementary resource is feasible since our results indicate improvements in the efficiency and effectiveness of the existing surveillance systems by increasing the accuracy and covering unseen aspects of maritime activities.