Scalable framework for AIS data exploration through effective density visualizations

• Published in: OCEANS 2023 - Limerick pp. 1 - 6
• Main Authors: Troupiotis-Kapeliaris, Alexandros, Tsili, Eleni, Kaliorakis, Manolis, Spiliopoulos, Giannis, Zissis, Dimitris
• Format: Conference Proceeding
• Language: English
• Published: IEEE 05.06.2023
• Subjects: Automatic Identification System; Behavioral sciences; big data; Cleaning; Data models; Data visualization; density maps; Distance measurement; Training; Transforms; vessel traffic; vessel trajectories

With tens of thousands of vessels around the globe transmitting their positions daily, interpreting such large volumes of data is more than a challenging task. Through the Automatic Identification System (AIS), introduced in 2002, the coordinates and status of the vessels are continuously reported,...