The aim of this special issue is to capture recent advances in data analytics for mobility data, foster the exchange of new ideas on multidisciplinary real-world problems, discuss proposals about innovative solutions, and identify emerging opportunities for further research in the area of big mobility data analytics, such as deep learning on mobility data, edge computing, and visual analytics. Mobility analytics is a timely topic due to the ever-increasing number of diverse, real-life applications, including the movement of humans, animals, vehicles, vessels, aircraft, which produce massive amounts of streaming spatio-temporal data, whose acquisition, cleaning, representation, aggregation, processing, and analysis pose new challenges for the data management community. The papers published in this issue constitute revised and extended versions of the accepted papers of the 5th International Workshop on Big Mobility Data Analytics (BMDA’23), held in conjunction with the 26th International Conference on Extending Database Technology (EDBT), in Ioannina, Greece, on March 28, 2023.
Special issue on the 5th International Workshop on Big Mobility Data Analytics (BMDA’23)
Raffaeta A.;
2024-01-01
Abstract
The aim of this special issue is to capture recent advances in data analytics for mobility data, foster the exchange of new ideas on multidisciplinary real-world problems, discuss proposals about innovative solutions, and identify emerging opportunities for further research in the area of big mobility data analytics, such as deep learning on mobility data, edge computing, and visual analytics. Mobility analytics is a timely topic due to the ever-increasing number of diverse, real-life applications, including the movement of humans, animals, vehicles, vessels, aircraft, which produce massive amounts of streaming spatio-temporal data, whose acquisition, cleaning, representation, aggregation, processing, and analysis pose new challenges for the data management community. The papers published in this issue constitute revised and extended versions of the accepted papers of the 5th International Workshop on Big Mobility Data Analytics (BMDA’23), held in conjunction with the 26th International Conference on Extending Database Technology (EDBT), in Ioannina, Greece, on March 28, 2023.File | Dimensione | Formato | |
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